<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>Dev ideyalab &#8211; Ideyalab</title>
	<atom:link href="https://www.ideyalab.com/author/dev-ideyalab/feed/" rel="self" type="application/rss+xml" />
	<link>https://www.ideyalab.com</link>
	<description></description>
	<lastBuildDate>Mon, 12 May 2025 07:50:19 +0000</lastBuildDate>
	<language>en-US</language>
	<sy:updatePeriod>
	hourly	</sy:updatePeriod>
	<sy:updateFrequency>
	1	</sy:updateFrequency>
	<generator>https://wordpress.org/?v=6.9</generator>

<image>
	<url>https://www.ideyalab.com/wp-content/uploads/2024/11/cropped-Copy-of-Ideyalab_Metallic-Logo-v2-03-32x32.png</url>
	<title>Dev ideyalab &#8211; Ideyalab</title>
	<link>https://www.ideyalab.com</link>
	<width>32</width>
	<height>32</height>
</image> 
	<item>
		<title>Покердом (Pokerdom) ᐈ Официальный сайт онлайн казино Покердом &#124; Зеркало, Вход</title>
		<link>https://www.ideyalab.com/pokerdom-pokerdom-oficialnyj-sajt-onlajn-kazino/</link>
					<comments>https://www.ideyalab.com/pokerdom-pokerdom-oficialnyj-sajt-onlajn-kazino/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Mon, 12 May 2025 06:48:15 +0000</pubDate>
				<category><![CDATA[1]]></category>
		<guid isPermaLink="false">https://www.ideyalab.com/?p=7119</guid>

					<description><![CDATA[Покердом ВходРегистрация Покердом – официальный сайт покер-рума и казино Pokerdom Покердом — известное игорное заведение в сети, объединяющее онлайн-казино и покер-рум. С 2014 года оно предоставляет пользователям разнообразные возможности для азартных развлечений: от классических слотов и быстрых игр до лайв-дилеров, скачиваемого клиента и оригинальных бонусов. Платформа Pokerdom открывает доступ к обширной коллекции контента, включая игровые [&#8230;]]]></description>
										<content:encoded><![CDATA[<p>Покердом</p>
<p>ВходРегистрация</p>
<p>Покердом – официальный сайт покер-рума и казино Pokerdom</p>
<p>Покердом — известное игорное заведение в сети, объединяющее онлайн-казино и покер-рум. С 2014 года оно предоставляет пользователям разнообразные возможности для азартных развлечений: от классических слотов и быстрых игр до лайв-дилеров, скачиваемого клиента и оригинальных бонусов. Платформа Pokerdom открывает доступ к обширной коллекции контента, включая игровые автоматы, покерные соревнования, а также ставки на спорт и кибердисциплины. Выгодные акции подойдут как новичкам, так и опытным игрокам, предпочитающим играть по-крупному. Удобный процесс регистрации, широкий выбор методов оплаты, моментальные транзакции и круглосуточная поддержка создают все условия для комфортной игры на реальные деньги.</p>
<p>Содержание</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f525.png" alt="🔥" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Особенности казино Покердом</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3b0.png" alt="🎰" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Интерфейс и дизайн официального сайта Pokerdom</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f579.png" alt="🕹" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Игровые автоматы Покердом: слоты, столы, скретч-карты</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c6.png" alt="🏆" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покердом регистрация</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2728.png" alt="✨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покердом вход в личный кабинет</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f9e8.png" alt="🧨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Живое казино с Live-дилерами в Покердом</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26bd.png" alt="⚽" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Ставки на спорт в Покердом</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c5.png" alt="🏅" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Знаменитый покер-рум Pokerdom: особенности</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f380.png" alt="🎀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Бонусы, акции и турниры Покердом</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f381.png" alt="🎁" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Программа поощрения “Бонус Плюс”</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b5.png" alt="💵" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Депозит на Pokerdom: как пополнить счет</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b6.png" alt="💶" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Порядок вывода выигранных средств в Pokerdom</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f9fe.png" alt="🧾" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покердом зеркало</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4f1.png" alt="📱" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Мобильная версия Покердом</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4f2.png" alt="📲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Как скачать Покердом на Android</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/260e.png" alt="☎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Круглосуточная служба поддержки покер рума</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4cc.png" alt="📌" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Ответы на часто задаваемые вопросы</p>
<p>Характеристика клуба Покердом</p>
<p>✓ Начало работы</p>
<p>2014 г.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f30e.png" alt="🌎" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Официальный сайт</p>
<p>pokerdom</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c5.png" alt="🏅" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Владелец сайта</p>
<p>Techi LTD.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Управляющая компания</p>
<p>PlayDOM B.V.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4c4.png" alt="📄" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Лицензия на работу</p>
<p>Curacao</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Языковой интерфейс</p>
<p>Русский, английский, казахский</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b2.png" alt="💲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Валюта счета</p>
<p>Рубль, доллар, евро, тенге и др.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b5.png" alt="💵" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Минимальный депозит</p>
<p>500 руб.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b5.png" alt="💵" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Минимальный вывод</p>
<p>1 000 руб.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4af.png" alt="💯" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Платежные системы</p>
<p>Visa, Mastercard, МИР, Skrill, Piastrix, Webmoney, криптовалюта</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4de.png" alt="📞" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Служба поддержки пользователей</p>
<p>Онлайн чат, электронная почта, Телеграмм</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f525.png" alt="🔥" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Бонусы и акции</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Турниры</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2728.png" alt="✨" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Программа поощрения</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4f1.png" alt="📱" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Мобильная версия и APK на Android</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3b0.png" alt="🎰" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Игровые автоматы</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Live-дилеры</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f949.png" alt="🥉" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Спортивные ставки</p>
<p>+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f0cf.png" alt="🃏" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покер-рум</p>
<p>+</p>
<p>Особенности казино Покердом</p>
<p>Покердом — один из авторитетных представителей индустрии онлайн-гемблинга. Свою деятельность покер-рум Pokerdom начал в 2014 году, сделав ставку на аудиторию из стран бывшего СНГ. На официальной платформе доступна внушительная коллекция автоматов от более чем 70 поставщиков софта, включая как признанных лидеров, так и молодые студии. Здесь собраны популярные игровые автоматы, свежие новинки, быстрые мини-игры, карточные столы, скретч-карты — скучать точно не придётся. Также работает раздел с живыми дилерами, где игры транслируются в реальном времени.</p>
<p>Pokerdom представляет собой универсальный ресурс. Пользователи имеют возможность заключать пари на спортивные события в таких видах спорта, как футбол, баскетбол, теннис, хоккей и другие. Этот покер-рум по праву считается одним из самых удобных и привлекательных для русскоязычных игроков. Клиентам доступны кэш-игры, турниры по холдему, омаха-покеру, китайской версии и другим форматам карточных баталий.</p>
<p>Казино Покердом функционирует на основе мультиплатформенного подхода. Платформа адаптирована как для использования на ПК, так и на мобильных гаджетах. Для обеспечения стабильного доступа к сайту регулярно выпускаются актуальные зеркала Pokerdom.</p>
<p>Среди ключевых преимуществ покер-рума Pokerdom можно выделить:</p>
<p>удобные и безопасные способы проведения финансовых операций;</p>
<p>разнообразные акции и бонусы для пользователей;</p>
<p>эффективную систему поощрений для постоянных клиентов.</p>
<p>При возникновении вопросов, связанных с работой Pokerdom, игроки всегда могут обратиться в техподдержку. Служба функционирует 24/7, оперативно помогает решать любые сложности и предоставляет нужную информацию.</p>
<p>Интерфейс и дизайн официального сайта Pokerdom</p>
<p>Одной из характерных черт официального сайта Покердом выступает интуитивно понятный и удобный интерфейс. Посетители ресурса легко ориентируются и не испытывают сложностей в навигации. Используется крупный, чёткий шрифт, а изображения игровых автоматов и рекламные баннеры удачно размещены на странице. Главное меню Pokerdom открывается справа и охватывает ключевые разделы платформы — казино, покер и ставки на спорт. Также предусмотрена сортировка автоматов по типам: слоты, игры с живыми дилерами и другие категории.</p>
<p>Дополнительные разделы, представленные в меню Pokerdom:</p>
<p>Турниры. Игровые соревнования между участниками, с привлекательными призовыми фондами.</p>
<p>Миссии. Специальные задания, выполнение которых способствует продвижению в системе лояльности.</p>
<p>Новости. Актуальные события, включая результаты турниров, запуск новых провайдеров и обновления платформы.</p>
<p>Акции. Разнообразные бонусные предложения и временные программы, действующие на сайте.</p>
<p>FAQ. Подборка ответов на наиболее часто возникающие у пользователей вопросы.</p>
<p>В нижнем блоке сайта содержится информация, касающаяся безопасности Pokerdom: условия использования, политика конфиденциальности и антифрод-механизмы. Здесь же размещён список провайдеров программного обеспечения и платёжных сервисов.</p>
<p>Игровые автоматы Покердом: слоты, столы, скретч-карты</p>
<p>Игровой зал казино Pokerdom выделяется внушительным выбором — более 10 тыс. различных слотов. В числе партнёров множество узнаваемых провайдеров: Microgaming, NetEnt, Amatic, BTG, Belatra, Igrosoft, Isoftbet, Playson, Red Tiger, ELK, Pragmatic Play, Quickspin, Yggdrasil.</p>
<p>Казино Покердом также взаимодействует с новыми студиями, которые уже заявили о себе на рынке азартных игр: Ruby Play, True Lab, Mancala Gaming, Neon Valley и другие. В общей сложности к платформе подключено свыше 60 поставщиков. Весь софт оригинален и имеет соответствующую лицензию.</p>
<p>Игровые автоматы в Покердом удобно классифицированы по разделам: популярные, новинки, слоты, настольные развлечения, скретч-карты. Рассмотрим каждый из них подробнее.</p>
<p>Топовые автоматы. Это самые востребованные игры, где пользователи чаще всего делают ставки и получают наибольшие выигрыши. Сейчас в этом списке находятся такие тайтлы, как Book of Gold Multichance, Meteoroid, Book Of Rampage, Sakura Fortune 2, Blood Suckers, Sweet Bonanza, Spaceman.</p>
<p>Новинки. Свежие релизы от провайдеров регулярно появляются на Pokerdom одними из первых. Примеры недавних запусков: The Ankh Protector, Aztec Century, Double-Triple Fruits, Genie 2, Butterfly Blossom, Queens of Glory Legacy, Yakuza.</p>
<p>Быстрые игры. Это мини-автоматы с лаконичным геймплеем, короткими раундами и возможностью мгновенного выигрыша. К ним относятся Golden Hook, Plinko XY, Lucky Ocean, Goblin Run, GOGO Spinner, 1000x Busta.</p>
<p>Скретч-карты. Формат азартной игры, в которой клиент стирает защитный слой с ячеек карты, чтобы узнать результат. Эти лотереи рассчитаны на быструю игру: Summer Scratch, Betrick: Scratch, Piggy Bank Scratch, Kitty Puzzle, Scratch Match, Shave the Sheep.</p>
<p>Самая обширная категория на сайте Pokerdom — это слоты. Современные видеослоты пришли на смену механическим автоматам, ранее известным как “однорукие бандиты”. Они различаются по ряду параметров: числу барабанов, линиям выплат, размерам ставок и бонусным функциям (фриспины, дополнительные раунды, символы Wild и Scatter). Каждая игра имеет свои технические характеристики — такие как показатель RTP и уровень волатильности.</p>
<p>Пользователи Pokerdom могут выбирать между двумя форматами игры:</p>
<p>Демо-режим. Здесь применяются условные кредиты, и вывод выигрыша не предусмотрен. Любой гость Pokerdom имеет возможность запустить бесплатную версию автомата — для этого достаточно кликнуть по кнопке “Демо” на иконке выбранного слота.</p>
<p>Реальная игра. В данном случае используются средства с личного счёта игрока. Для начала необходимо пройти регистрацию на Pokerdom и внести депозит. Все выигранные суммы доступны для вывода на привязанный платёжный инструмент.</p>
<p>Новым пользователям рекомендуется начать с бесплатных версий игр, чтобы освоиться с процессом, а уже после этого переходить к ставкам на реальные деньги.</p>
<p>Покердом регистрация</p>
<p>Полный доступ к игре с возможностью ставок на реальные средства доступен только после создания учётной записи на платформе покер-рума. В казино Покердом пройти регистрацию можно двумя способами: указав адрес электронной почты либо используя номер мобильного телефона.</p>
<p>Как проходит регистрация в Pokerdom по электронной почте:</p>
<p>Перейти на официальный ресурс Покердом либо воспользоваться актуальным зеркалом.</p>
<p>В верхнем меню экрана кликнуть по кнопке “Регистрация”.</p>
<p>Ввести действующий e-mail и придумать надёжный пароль для авторизации.</p>
<p>Выбрать подходящую валюту счёта из предложенного списка (рубли, доллары, евро и др.).</p>
<p>При наличии промокода — вписать его в специальное поле регистрационной формы.</p>
<p>Принять условия и правила, установленные покер-румом.</p>
<p>На электронную почту будет отправлено письмо с подтверждающей ссылкой — перейти по ней для завершения регистрации.</p>
<p>Регистрация в Покердом по мобильному телефону:</p>
<p>Сначала необходимо ввести номер мобильного телефона, указывая его в международном формате.</p>
<p>После этого поступит звонок, который автоматически сбрасывается. Четыре последние цифры с этого номера требуется ввести в предназначенное для этого поле.</p>
<p>Затем игрок устанавливает пароль, выбирает нужную валюту и завершает процедуру регистрации на платформе казино.</p>
<p>Пользователь принимает условия работы онлайн-клуба Pokerdom и подтверждает достижение совершеннолетия. Согласие на получение уведомлений по смс и электронной почте открывает доступ к бонусным предложениям.</p>
<p>Покердом вход в личный кабинет</p>
<p>После завершения регистрации игрок становится полноправным участником клуба Pokerdom, получает доступ к личному аккаунту и его настройкам. Открыть параметры профиля можно через верхнюю панель управления либо с помощью обновлённого меню.</p>
<p>В личном кабинете Pokerdom представлены пять ключевых подразделов:</p>
<p>Личные данные. Здесь отображаются имя, фамилия и выбранный никнейм.</p>
<p>Контактная информация. Указаны e-mail и номер телефона.</p>
<p>Двухфакторная защита. Повышает уровень безопасности аккаунта с помощью приложения Google Authenticator.</p>
<p>Смена пароля. Позволяет заменить текущий код доступа на новый.</p>
<p>Ответственный подход к игре. Этот раздел помогает контролировать участие в азартных развлечениях. Пользователь может активировать режим самоограничения — от одного дня до полугода без доступа к игровым функциям.</p>
<p>Разделы, связанные с финансовыми операциями, бонусными программами и прохождением верификации, располагаются отдельно от личного кабинета. Для завершения подтверждения данных клиенту Pokerdom необходимо отправить фотографии документов — паспорта, ID-карты либо водительских прав, а также снимок используемой банковской карты.</p>
<p>Живое казино с Live-дилерами в Покердом</p>
<p>Официальный ресурс Покердом предоставляет игрокам возможность участвовать в live-casino с настоящими дилерами. Платформа с Live-крупье — это система, где игровые процессы транслируются в режиме реального времени. Присоединиться к сессии может любой пользователь в подходящий момент, так как большинство игр доступны 24/7, меняются лишь ведущие.</p>
<p>Pokerdom сотрудничает с ведущими поставщиками программного обеспечения для живого казино. В числе партнёров — Evolution, Pragmatic Live, Ezugi, TVbet и другие. Эти студии создают качественный продукт, который позволяет геймерам ощутить атмосферу наземного заведения, получить живое общение и шанс на внушительный выигрыш.</p>
<p>Программное обеспечение клуба Pokerdom условно классифицируется по основным категориям:</p>
<p>Покер. Известная карточная игра представлена такими вариантами, как Casino Hold’em, Triple Card Poker, Side Bet City.</p>
<p>Баккара. Любимая игра известного киногероя предлагается в версиях Golden Wealth Baccarat и Baccarat Lobby.</p>
<p>Блэкджек. Настольная игра, где важно не превысить 21 очко, включает в себя Unlimited Blackjack, Blackjack Lobby и Lightning Blackjack.</p>
<p>Игровые шоу. Популярное направление с участием живых дилеров. Среди рекомендованных: Dream Catcher, Sweet Bonanza CandyLand, Gonzos Treasure Hunt, Monopoly, Mega Ball.</p>
<p>В разделе live-casino Pokerdom также можно найти другие увлекательные игры. Классический крэпс, а также восточные развлечения — сик бо, андар бахар, фан тан.</p>
<p>Ставки на спорт в Покердом</p>
<p>Pokerdom также выполняет функцию букмекера, предоставляя возможность делать ставки на разнообразные спортивные события. В линии представлено около 40 видов спорта: различные форматы футбола (европейский, американский, австралийский, футзал), хоккей, теннис (настольный и классический), волейбол, баскетбол, MMA, регби, а также дисциплины зимнего направления. Любители интеллектуальных и технических соревнований найдут здесь крикет, снукер, гольф, Формулу-1, велогонки и мотоциклетные заезды.</p>
<p>Активно развивается раздел, посвящённый киберспорту. Можно ставить на такие игры, как Counter Strike, Dota 2, League of Legends, Starcraft, Call of Duty, Rainbow Six и King of Glory. Также присутствуют широкие линии на виртуальные версии тенниса, футбола и баскетбола.</p>
<p>Ставки можно размещать как до начала событий (прематч), так и в процессе их проведения (Live-формат). Для оформления пари беттер Pokerdom использует специальный купон — при условии наличия аккаунта и средств на балансе. Чтобы поставить, необходимо:</p>
<p>Кликнуть по интересующему коэффициенту.</p>
<p>Ввести сумму пари.</p>
<p>Определиться с форматом ставки (ординар, экспресс, система).</p>
<p>Отправить запрос на подтверждение букмекеру.</p>
<p>Пользователям доступны разнообразные варианты: тоталы, форы, двойной шанс, ставка на обе забьют, победа всухую, количество голов, угловые, карточки и другие. Дополнительно игроки могут воспользоваться статистикой, подборкой популярных матчей, предложением «экспресс дня» и другими функциями, предоставленными казино Pokerdom.</p>
<p>Знаменитый покер-рум Pokerdom: особенности</p>
<p>Ключевыми установками покер-рума остаются честная игра, отсутствие ботов и стороннего программного обеспечения — так называемая концепция Зеленого Покера. Активно ведётся работа по выявлению и блокировке мошеннических аккаунтов. Pokerdom выступает официальным партнёром Sochi Poker Festival. Принять участие в этом престижном событии можно, пройдя квалификацию прямо на платформе покер-рума.</p>
<p>Гостям Pokerdom доступны различные разновидности покера: Омаха, Техасский Холдем, китайский покер и другие карточные форматы. Любители покера могут играть в кэш-режиме, выбирать быстрый формат, а также участвовать в многочисленных турнирах — от стандартных до фрироллов, где не требуется вступительный взнос. Также проводятся виндфоллы, в которых игрокам может выпасть случайный призовой фонд, зависящий от суммы спина. Даже при неудачном исходе можно получить компенсацию благодаря специальным бэд-бит джекпотам.</p>
<p>Для пользователей покер-рума предусмотрены две бонусные программы:</p>
<p>“100 шагов к Миллиону” — с постоянным кэшбэком в размере 25%;</p>
<p>“Машина времени” — с возможностью возврата рейка до 67% ежемесячно.</p>
<p>Начинающие игроки могут попробовать силы в режиме на условные фишки, аналогичном демо-формату в слотах. Размер комиссии за проведение партий минимален — от 2,5 до 5%.</p>
<p>Бонусы, акции и турниры Покердом</p>
<p>Официальный ресурс Покердом привлекает пользователей оригинальными бонусами и разнообразными акциями. Предложения охватывают все направления работы платформы — казино, спортивные ставки и покер. Особого внимания заслуживают бонусы, предусмотренные для слотов и раздела live-casino Pokerdom.</p>
<p>Приветственный пакет бонусов Pokerdom</p>
<p>Приветственный бонус от казино Покердом представляет собой набор поощрений, следующих друг за другом. Они могут включать 100% на сумму депозита или бесплатные вращения (до 1 тыс. FS на 10 разных слотов). Получать их можно как отдельно, так и в комплексе. Так, за первое пополнение от 5 тыс. рублей начисляется удвоение внесённой суммы. Если внести от 500 рублей — предоставляются 100 фриспинов для игры в автоматы, где ставка начинается от 10 рублей. После использования спинов доступен следующий бонус — и он не требует пополнения.</p>
<p>Далее, третий этап бонусной цепочки активируется при внесении от 700 рублей. Четвёртый бонус вновь начисляется без депозита. Таким образом, каждое второе поощрение в Покердом выдается без обязательного внесения средств.</p>
<p>Слот</p>
<p>FS</p>
<p>Депозит</p>
<p>Ставка</p>
<p>Вейджер</p>
<p>Book of Gold: Multichance</p>
<p>100</p>
<p>500 руб.</p>
<p>10 руб.</p>
<p>x30</p>
<p>Hot Burning Wins</p>
<p>100</p>
<p>–</p>
<p>10 руб.</p>
<p>x30</p>
<p>Sevens &amp; Fruits</p>
<p>100</p>
<p>700 руб.</p>
<p>10 руб.</p>
<p>x30</p>
<p>Hot Coins: Hold and Win</p>
<p>100</p>
<p>–</p>
<p>10 руб.</p>
<p>x30</p>
<p>Book of Gold: Double Chances</p>
<p>100</p>
<p>700 руб.</p>
<p>10 руб.</p>
<p>x30</p>
<p>Hand of Gold</p>
<p>100</p>
<p>–</p>
<p>10 руб.</p>
<p>x30</p>
<p>5 Super Sevens &amp; Fruits: 6 reels</p>
<p>100</p>
<p>700 руб.</p>
<p>10 руб.</p>
<p>x30</p>
<p>Spirit of Egypt: Hold and Win</p>
<p>100</p>
<p>–</p>
<p>10 руб.</p>
<p>x30</p>
<p>Royal Coins: Hold and Win</p>
<p>100</p>
<p>700 руб.</p>
<p>10 руб.</p>
<p>x30</p>
<p>Burning Wins: Classic 5 Lines</p>
<p>100</p>
<p>–</p>
<p>10 руб.</p>
<p>x30</p>
<p>Активация бонусного предложения доступна в течение 30 дней с даты регистрации на Pokerdom. Вознаграждение за первый депозит необходимо отыграть в течение 72 часов, при установленном вейджере х35.</p>
<p>Бездепозит за #Занос.</p>
<p>Гость казино Покердом имеет возможность воспользоваться бездепозитным бонусом. Для этого необходимо отправить в чат поддержки скриншот спина с выигрышем. Двадцать участников, получивших самые высокие множители, получают приз — бонусный раунд в игре Magic Ball: Multichance с установленной ставкой в 80 рублей. Такое вознаграждение предоставляется не чаще одного раза в неделю.</p>
<p>Кэшбэк Покердом</p>
<p>При неудачном результате в слотах игрок может рассчитывать на частичный возврат потерь. Размер кэшбэка составляет 10%. Запрос оформляется через бонусный раздел в персональном кабинете пользователя Pokerdom casino. Сумма рассчитывается еженедельно, а начисление происходит по средам. На отыгрыш предоставляется 72 часа, при этом установлен вейджер х15.</p>
<p>Валюта счета</p>
<p>Минимальный проигрыш</p>
<p>Максимальный кэшбэк</p>
<p>Рубли</p>
<p>5000</p>
<p>300 тыс.</p>
<p>Доллары США</p>
<p>65</p>
<p>2400</p>
<p>Евро</p>
<p>65</p>
<p>2400</p>
<p>Казино Pokerdom предоставляет пользователям дополнительные бонусы — например, за оформление подписки на официальный канал в Телеграм и аналогичные действия.</p>
<p>На платформе Покердом регулярно организуются турниры для любителей казино-игр. Один из примеров — “Сорви множитель месяца”. Участники, показавшие наивысшие множители, заносятся в таблицу лидеров. По результатам месяца победитель получает денежное вознаграждение. Некоторые соревнования проходят в более короткие сроки. Так, турнир “July Cash Days” с призовым фондом 70 тыс. € длился всего неделю. Выигрыши распределялись между теми, кто набрал больше всего очков на автоматах от провайдера Playson.</p>
<p>Программа поощрения “Бонус Плюс”</p>
<p>В казино Покердом запущена программа лояльности для всех зарегистрированных участников. Она включает пять уровней. Чтобы продвигаться, игроку нужно выполнять задания, которые обновляются каждый день. Миссии доступны на любом этапе — нет необходимости проходить их по порядку. За успешное выполнение полагаются награды. С повышением уровня вознаграждения становятся более ценными — это могут быть бездепозитные вращения или денежные призы.</p>
<p>Чтобы принять участие в программе “Бонус Плюс”, необходимо:</p>
<p>Открыть список доступных миссий.</p>
<p>Выбрать любое задание, независимо от уровня.</p>
<p>Нажать на значок “?”, чтобы узнать подробности.</p>
<p>Начать выполнение условий.</p>
<p>Забрать приз.</p>
<p>Кроме того, на Pokerdom проводится акция “Миссия Дня”, предлагающая отдельные задания. Она не связана напрямую с основной программой поощрений. В рамках этой акции награды начисляются моментально, тогда как в “Бонус Плюс” — в течение 72 часов.</p>
<p>Депозит на Pokerdom: как пополнить счет</p>
<p>Игра на деньги в Покердом невозможна без пополнения депозита. Чтобы открыть список доступных способов оплаты, нужно нажать на кнопку “Депозит” в верхней части сайта казино. Платформа сотрудничает с рядом платёжных операторов:</p>
<p>банковские карты — Visa, Mastercard, МИР;</p>
<p>сервисы интернет-банкинга — Альфа-Клик, Сбербанк, Тинькофф, ВТБ;</p>
<p>электронные кошельки — Piastrix, Skrill.</p>
<p>При внесении средств с карты рекомендуется поочерёдно использовать предложенные способы оплаты.</p>
<p>Порядок пополнения счёта в Покердом следующий:</p>
<p>Выберите подходящий способ оплаты.</p>
<p>Посмотрите лимиты, установленные для него.</p>
<p>Укажите сумму пополнения.</p>
<p>Введите данные платёжного инструмента.</p>
<p>Подтвердите операцию.</p>
<p>Платежный метод</p>
<p>Минимум</p>
<p>Максимум</p>
<p>Комиссия</p>
<p>Банковские карты</p>
<p>Visa, Mastercard – 1</p>
<p>1 тыс. руб.</p>
<p>100 тыс. руб.</p>
<p>0%</p>
<p>Visa, Mastercard – 2</p>
<p>5 тыс. руб.</p>
<p>50 тыс. руб.</p>
<p>0%</p>
<p>Карточный перевод</p>
<p>510 руб.</p>
<p>100 тыс. руб.</p>
<p>0%</p>
<p>Visa, Mastercard, МИР</p>
<p>1 тыс. руб.</p>
<p>50 тыс. руб.</p>
<p>0%</p>
<p>Онлайн банкинг</p>
<p>Альфа клик, Сбербанк, Тинькофф, ВТБ</p>
<p>500 руб.</p>
<p>100 тыс. руб.</p>
<p>0%</p>
<p>Электронные кошельки</p>
<p>Piastrix</p>
<p>500 руб.</p>
<p>50 тыс. руб.</p>
<p>0%</p>
<p>Skrill</p>
<p>500 руб.</p>
<p>50 тыс. руб.</p>
<p>0%</p>
<p>Минимальная сумма пополнения варьируется от 500 до 5 тыс. рублей. Максимальный лимит на одну операцию составляет от 50 тыс. до 100 тыс. рублей. Деньги зачисляются на счёт в течение нескольких минут, иногда до 2–3 часов — всё зависит от выбранного платёжного сервиса. Комиссия со стороны онлайн-казино Pokerdom при этом не удерживается.</p>
<p>Порядок вывода выигранных средств в Pokerdom</p>
<p>Перед тем как отправить запрос на вывод средств, пользователь Pokerdom обязан пройти проверку по трём параметрам:</p>
<p>подтвердить e-mail;</p>
<p>верифицировать номер телефона;</p>
<p>удостоверить личность.</p>
<p>Без выполнения этих условий доступ к платёжным методам на платформе Pokerdom будет закрыт.</p>
<p>Вывод средств с Pokerdom осуществляется теми же способами, что и внесение депозита — через банковские карты и электронные кошельки. Кроме того, доступна опция перевода в криптовалюте.</p>
<p>Комиссия за транзакцию не взимается, если с момента последнего пополнения прошло более 72 часов. При выводе в промежутке от 24 до 72 часов удерживается 5%, а если менее суток — 10%. Пользователям рекомендуется учитывать это условие при оформлении запроса на снятие.</p>
<p>Платежный метод</p>
<p>Минимум</p>
<p>Максимум</p>
<p>Комиссия</p>
<p>Банковские карты</p>
<p>Visa, Mastercard, МИР</p>
<p>1 тыс. руб.</p>
<p>75 тыс. руб.</p>
<p>0%</p>
<p>Электронные кошельки</p>
<p>Piastrix</p>
<p>500 руб.</p>
<p>50 тыс. руб.</p>
<p>0%</p>
<p>Webmoney</p>
<p>1 тыс. руб.</p>
<p>75 тыс. руб.</p>
<p>0%</p>
<p>Skrill</p>
<p>1 тыс. руб.</p>
<p>75 тыс. руб.</p>
<p>0%</p>
<p>Криптовалюта</p>
<p>Bitcoin, Litecoin, Tether и др.</p>
<p>10 тыс. руб.</p>
<p>250 тыс. руб.</p>
<p>0%</p>
<p>Ограничения, предусмотренные платёжными сервисами для вывода:</p>
<p>нижний порог — от 1 тыс. до 10 тыс. рублей;</p>
<p>верхний предел — от 75 тыс. до 250 тыс. рублей.</p>
<p>Зачисление на банковские карты занимает всего несколько минут в центральных областях, а в регионы Дальнего Востока может потребоваться до часа. Переводы на электронные или криптокошельки обычно обрабатываются в течение 24 часов. Сама заявка на вывод в Pokerdom рассматривается не дольше суток.</p>
<p>Покердом зеркало</p>
<p>Игроки Pokerdom Official из России нередко сталкиваются с невозможностью открыть официальный сайт. Это связано с тем, что Pokerdom — покер-рум, а деятельность онлайн-ресурсов, предоставляющих доступ к азартным играм, запрещена в соответствии с действующим законодательством РФ. Из-за этого Роскомнадзор регулярно блокирует площадку, и пользователи теряют возможность зайти на сайт. В таких ситуациях на помощь приходит зеркало Покердом.</p>
<p>Что представляет собой зеркало Pokerdom? Альтернативный адрес создается специально для того, чтобы геймеры могли беспрепятственно заходить на сайт и продолжать игру. По функционалу рабочее зеркало полностью идентично основному ресурсу. Единственное различие — это доменное имя. К примеру, если оригинальный сайт доступен по адресу pokerdom.com, то зеркало будет иметь другой URL.</p>
<p>Рабочее зеркало Покердом необходимо в следующих случаях:</p>
<p>Промокод:</p>
<p>Войти</p>
<p>Регистрация</p>
<p> Скачать</p>
<p>Главная</p>
<p>Live Игры</p>
<p>Турниры</p>
<p>Скачать</p>
<p>Зеркало</p>
<p>Производители</p>
<p>A</p>
<p>Amatic</p>
<p>B</p>
<p>Belatra</p>
<p>Betsoft</p>
<p>Blueprint</p>
<p>Booongo</p>
<p>E</p>
<p>EGT</p>
<p>Endorphina</p>
<p>EvolutionGaming</p>
<p>Ezugi</p>
<p>H</p>
<p>Habanero</p>
<p>I</p>
<p>Igrosoft</p>
<p>Isoftbet</p>
<p>M</p>
<p>Microgaming</p>
<p>N</p>
<p>NETENT</p>
<p>P</p>
<p>Pariplay</p>
<p>Play`n Go</p>
<p>Playson</p>
<p>Pragmatic Play</p>
<p>Q</p>
<p>Quickspin</p>
<p>S</p>
<p>Spinomenal</p>
<p>T</p>
<p>THUNDERKICK</p>
<p>TOM HORN</p>
<p>V</p>
<p>VIVOGAMING</p>
<p>Y</p>
<p>YGGDRASIL</p>
<p>ПОИСК ИГР</p>
<p>Вавада</p>
<p>Vavada – лицензионное онлайн казино, история которого начинается с 2017 года. Его деятельность контролируется компанией Vavada B.V., а это значит, что все пользователи могут рассчитывать на честный и безопасный игровой процесс. После перехода на официальный сайт казино Вавада все зарегистрированные пользователи автоматически становятся участниками розыгрыша трех накопительных джекпотов – Minor, Major и Mega. Их суммы постоянно увеличиваются в размере и разыгрываются в случайном порядке между теми, кто играет с денежными ставками. В интернет-клубе насчитывается более 1,5 тыс. онлайн-игр от 60+ ведущих компаний. Весь софт лицензионный и доступен для запуска в браузере или при помощи мобильной версии.</p>
<p>Год запуска проекта</p>
<p>2017</p>
<p>Лицензия</p>
<p>Curacao</p>
<p>Официальный оператор</p>
<p>Vavada B.V.</p>
<p>Язык интерфейса</p>
<p>Более 20 версий, среди которых – русский, болгарский, польский, английский, португальский и другие</p>
<p>Типы игр</p>
<p>Слоты, столы, Live-игры</p>
<p>Прогрессивные джекпоты</p>
<p>Да, Minor, Major, Mega</p>
<p>Провайдеры игрового софта</p>
<p>Более 60 компаний, включая NetEnt, Microgaming, Play’n GO, Evolution Gaming и другие</p>
<p>Платежные сервисы</p>
<p>Visa/MasterCard, Skrill, Neteller, Webmoney, Яндекс.Деньги, SMS, Kvitum, Bitcoin, Litecoin, Dogecoin и другие</p>
<p>Минимальный депозит</p>
<p>От 100 руб. или эквивалент в другой валюте</p>
<p>Максимальный вывод</p>
<p>Зависит от метода платежа, но до 10 000 евро в месяц</p>
<p>Клиентская поддержка</p>
<p>Онлайн-чат, телефон горячей линии, E-mail, Skype, социальные сети</p>
<p>Мобильная версия</p>
<p>Да, доступна для Android и iOS</p>
<p>Бонусная система</p>
<p>Приветственные бонусы, акции, турниры, кэшбэк, программы лояльности</p>
<p>Рейтинг пользователей</p>
<p>Высокий рейтинг на независимых платформах</p>
<p>Безопасность</p>
<p>Шифрование SSL, проверенные провайдеры и технологии защиты данных</p>
<p>Ответственная игра</p>
<p>Поддержка инструментов для ограничения игровой активности, такие как самовыключение, лимиты по ставкам и депозитам</p>
<p>Актуальные бонусы и акции</p>
<p>Приветственный бонус: 100% бонус на первый депозит до 100 евро или эквивалент в другой валюте.</p>
<p>Бонус на второй депозит: 50% бонус до 200 евро или эквивалент в другой валюте.</p>
<p>Кэшбэк: До 10% еженедельный кэшбэк для активных игроков.</p>
<p>Бонусы за пополнение счета: Специальные бонусы на пополнение счета через определенные платежные системы, такие как Bitcoin и Skrill.</p>
<p>Турниры: Регулярные турниры с крупными призовыми фондами для игроков на слотах и в Live-играх.</p>
<p>Программа лояльности: Бонусы за накопление баллов, которые можно обменивать на реальные деньги и фриспины.</p>
<p>Фриспины: Периодические акции с фриспинами на популярные слоты для новых и действующих игроков.</p>
<p>Праздничные бонусы: Специальные бонусы и акции на праздничные события (например, на Новый год или 8 марта).</p>
<p>Играть</p>
<p>Демо</p>
<p>Keks</p>
<p>Играть</p>
<p>Демо</p>
<p>Fruit Shop</p>
<p>Vavada зеркало</p>
<p>Онлайн казино функционирует согласно международной лицензии Curacao, поэтому его официальный сайт периодически попадает под блокировку. Именно поэтому всем клиентам веб-портала рекомендуется использовать зеркало Вавада. Это точная копия основного ресурса, но с другим URL-адресом. С его помощью игроки могут:</p>
<p>авторизоваться в системе;</p>
<p>запускать любые слоты из списка;</p>
<p>играть в покер и live рулетку;</p>
<p>пополнять счет;</p>
<p>выводить выигрыши;</p>
<p>играть на реальные деньги;</p>
<p>активировать бонусные поощрения;</p>
<p>направлять запросы операторам клиентской поддержки.</p>
<p>Рабочие зеркала казино Вавада тоже часто попадают под блокировку, поэтому важно следить за обновлениями на сайте, чтобы всегда оставаться на связи.</p>
<p>Легальность</p>
<p>Только сертифицированные игры от лучших производителей ждут</p>
<p>вас!</p>
<p>Безопасность</p>
<p>Подверждённая безопасность и абсолютно честная игра. Вы всегда под</p>
<p>защитой!</p>
<p>Прибыльность</p>
<p>Воспользуйтесь нашими уникальными предложениями в акциях!</p>
<p>Учавствуйте в сногшибательных турнирах</p>
<p>Способы оплаты</p>
<p>Компании партнёры</p>
<p>18+</p>
<p>Сайт не агитирует играть на деньги. Азартные игры призваны развлекать. Не тратьте больше, чем</p>
<p>можете позволить проиграть.</p>
<p>Vavada is operated by Vavada play ltd, curacao copyright © 2019. all right reserved.</p>
<p>Регистрация</p>
<p>Скачать</p>
<p>Вход</p>
<p>Регистрация</p>
<p>Бездеп за #ЗАНОС</p>
<p>Призы каждую среду в нашем телеграм-канале</p>
<p>Получить</p>
<p>Множитель месяца <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f911.png" alt="🤑" class="wp-smiley" style="height: 1em; max-height: 1em;" /></p>
<p>100 000 ₽ королю июня!</p>
<p>Играть</p>
<p>Добро пожаловать в мир покера!</p>
<p>Загрузи, зарегистрируйся, играй!</p>
<p>Играть</p>
<p>Бездеп за #ЗАНОС</p>
<p>Призы каждую среду в нашем телеграм-</p>
<p>канале</p>
<p>Получить</p>
<p>Множитель месяца <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f911.png" alt="🤑" class="wp-smiley" style="height: 1em; max-height: 1em;" /></p>
<p>100 000 ₽ королю июня!</p>
<p>Играть</p>
<p>Добро пожаловать в мир покера!</p>
<p>Загрузи, зарегистрируйся, играй!</p>
<p>Играть</p>
<p>Бездеп за #ЗАНОС</p>
<p>Призы каждую среду в нашем телеграм-канале</p>
<p>Получить</p>
<p>Множитель месяца <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f911.png" alt="🤑" class="wp-smiley" style="height: 1em; max-height: 1em;" /></p>
<p>100 000 ₽ королю июня!</p>
<p>Играть</p>
<p>Добро пожаловать в мир покера!</p>
<p>Загрузи, зарегистрируйся, играй!</p>
<p>Играть</p>
<p>Покердом (Pokerdom) – официальный сайт</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Бренд: Покердом (Pokerdom)</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Рейтинг покер-рума: 10/10</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Год запуска: 2014</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Количество игр: 3000+</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Лицензия: Curacao</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f451.png" alt="👑" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Альтернативные названия</p>
<p>Покер Дом, Poker Dom, Покердом казино, Pokerdom casino</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2b50.png" alt="⭐" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покердом официальный сайт</p>
<p>https://admurdoma.ru/</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f500.png" alt="🔀" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Pokerdom зеркало</p>
<p>https://pokerdom-poker-dom.com/</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2714.png" alt="✔" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Доступность платформы – вход в Покердом</p>
<p>Официальный сайт;</p>
<p>Всегда рабочее покердом зеркало;</p>
<p>Мобильная версия;</p>
<p>Приложение (можно скачать на смартфоны, планшеты, компьютер).</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/2705.png" alt="✅" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Владелец бренда и оператор</p>
<p>Techi LTD / PlayDOM B.V.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f30d.png" alt="🌍" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Поддержка языков</p>
<p>Русский, английский, казахский, испанский, немецкий, португальский, французский</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b2.png" alt="💲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Поддерживаемые валюты</p>
<p>Российские рубли, USD, EUR, KZT</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3ae.png" alt="🎮" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Игровые возможности сайта Pokerdom</p>
<p>Покер;</p>
<p>Игровые автоматы на реальные деньги;</p>
<p>Слоты в демо-режиме;</p>
<p>Баккара;</p>
<p>Блэкджек;</p>
<p>Видеослоты с живыми дилерами;</p>
<p>Рулетка;</p>
<p>Видеопокер;</p>
<p>Быстрые игры и мини-игры.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f0cf.png" alt="🃏" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Покер-рум</p>
<p>Доступны все популярные виды покера, покерные турниры и лотереи</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3c6.png" alt="🏆" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Букмекерский раздел</p>
<p>Доступны ставки на спорт и широкий перечень других событий</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f579.png" alt="🕹" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Основные режимы игр</p>
<p>На деньги / бесплатно</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f3b0.png" alt="🎰" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Провайдеры слотов</p>
<p>NetEnt, Novomatic, Thunderkick, Turbo Games, Play’n Go, Onlyplay, Amatic, EGT, 1spin4win, Evolution Gaming, Belatra, Atmosfera, Endorphina, Spinomenal, Blueprint, Merkur, BetSoft Gaming, Push Gaming, Booongo, Ainsworth, Rabcat и другие – свыше 1000 поставщиков</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4f2.png" alt="📲" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Скачать Покердом</p>
<p>Приложение можно скачать на устройства андроид, iOS, Windows</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4f1.png" alt="📱" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Мобильное казино</p>
<p>Полнофункциональная мобильная версия для браузера</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f381.png" alt="🎁" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Бонусные предложения</p>
<p>Приветственный пакет бонусов для новичков;</p>
<p>Бездепозитные бонусы за #Занос;</p>
<p>Фриспины;</p>
<p>Бонус на депозит;</p>
<p>Промокоды и поощрение ко дню рождения;</p>
<p>Фрироллы;</p>
<p>Кешбэк;</p>
<p>Программа лояльности;</p>
<p>Акции, турниры, лотереи.</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4cc.png" alt="📌" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Стартовый промокод</p>
<p>pokerdom-2025-go-play</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b3.png" alt="💳" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Способы пополнения и вывода денег</p>
<p>Банковские карты: VISA, MasterCard, Maestro, МИР, SberPay;</p>
<p>Криптовалюта: Bitcoin, Ethereum, TON, Litecoin, Dogecoin;</p>
<p>Крипто-кошельки и стейбкоины: Tether USDT TRC20/ERC20, USDC ERC20, Binance Pay, TRON, BNB BEP20;</p>
<p>Электронные кошельки: Skrill, Webmoney, Piastrix, AstroPay;</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b6.png" alt="💶" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Минимальное пополнение баланса</p>
<p>от 499 рублей</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4b0.png" alt="💰" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Минимальный вывод средств</p>
<p>от 999 рублей</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/231b.png" alt="⌛" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Скорость вывода денег</p>
<p>от 1 до 24 часов</p>
<p><img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f4e7.png" alt="📧" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Поддержка игроков</p>
<p>Круглосуточный саппорт через онлайн-чат, телефон, электронную почту, Viber и Telegram</p>
<p>Покердом – это известная лицензированная игровая платформа объединяющая в себе онлайн казино, покер-рум и букмекера, что делает эту площадку уникальной для всего онлайн рынка азартных развлечений рунета. Запуск официального сайта Покердом состоялся в 2014 году. В настоящее время бренд Pokerdom казино известен не только в России, но также и глобально – на рынках других стран. Клуб Покер Дом осуществляет свою деятельность в сфере организации и проведения азартных игр на основании лицензии. Лицензионный документ на работу под брендом Poker Dom выдан регулятором Curacao компании оператору рынка PlayDOM BV.</p>
<p>Платежные системы</p>
<p>Copyright © 2012-2025.</p>
<p>All rights reserved.</p>
<p>Скачать</p>
<p>Jet Casino (Джет Казино) <img src="https://s.w.org/images/core/emoji/17.0.2/72x72/26a1.png" alt="⚡" class="wp-smiley" style="height: 1em; max-height: 1em;" /> Официальный сайт</p>
<p>Навигация</p>
<p>Главная</p>
<p>Промокод</p>
<p>О нас</p>
<p>Вход</p>
<p>Регистрация</p>
<p>ЛОТЕРЕЯ JET WIN</p>
<p>моментальные выигрыши</p>
<p>Войти в казино</p>
<p>СТАРТУЙТЕ С БОНУСОМ</p>
<p>до 100 000 рублей + 50 фриспинов</p>
<p>Войти в казино</p>
<p>CASHBACK 10%</p>
<p>на счет каждый понедельник</p>
<p>Войти в казино</p>
<p>ЛОТЕРЕЯ JET WIN</p>
<p>моментальные выигрыши</p>
<p>Войти в казино</p>
<p>СТАРТУЙТЕ С БОНУСОМ</p>
<p>до 100 000 рублей + 50 фриспинов</p>
<p>Войти в казино</p>
<p>CASHBACK 10%</p>
<p>на счет каждый понедельник</p>
<p>Войти в казино</p>
<p>ЛОТЕРЕЯ JET WIN</p>
<p>моментальные выигрыши</p>
<p>Войти в казино</p>
<p>123</p>
<p>Jet Casino – Официальный сайт Джет казино</p>
<p>Оглавление</p>
<p>Jet Casino рабочее зеркало</p>
<p>Джет казино: обзор официального сайта</p>
<p>Бренд</p>
<p>Jet (Джет)</p>
<p>Год основания</p>
<p>2020</p>
<p>Верификация</p>
<p>Паспорт, ID карта</p>
<p>Игровые автоматы</p>
<p>Слоты, видеопокер, настольные игры, автоматы с живыми дилерами</p>
<p>Валюта</p>
<p>Рубли, гривны, доллары, евро, тенге</p>
<p>Количество игровых автоматов</p>
<p>3500+</p>
<p>Бонусы</p>
<p>За регистрацию, по промокодам, за участие в программе лояльности, еженедельные акции</p>
<p>Лицензия</p>
<p>Кюрасао</p>
<p>Служба поддержи</p>
<p>Онлайн-чат, емейл, телефонная поддержка 24/7</p>
<p>Мобильная версия</p>
<p>Доступна для Android и iOS</p>
<p>Методы пополнения</p>
<p>Банковские карты, электронные кошельки, криптовалюты</p>
<p>Вывод средств</p>
<p>Карта, электронные кошельки, банковский перевод</p>
<p>Географические ограничения</p>
<p>Ограничения на доступ в некоторых странах</p>
<p>Отзывы пользователей</p>
<p>Положительные, отмечаются быстрые выплаты и широкий выбор игр</p>
<p>Jet Casino – популярное игровое азартное заведение, которое начало свою деятельность в 2020 году. Официальный сайт переведен на русский, украинский и английский языки. Вносить депозиты и выводить выигрыши можно в рублях, гривнах, долларах, тенге. Ассортимент игрового зала насчитывает порядка 3500 игровых автоматов, на регулярной основе проводятся турниры и акции.</p>
<p>Деятельность оператора регламентирована международной лицензией Кюрасао. Есть цифровой SSL-сертификат безопасности, обеспечивается контроль честности. Софт представлен известными и сертифицированными провайдерами.</p>
<p>Jet Casino рабочее зеркало</p>
<p>Jet casino рабочее зеркало – это точная копия основного ресурса, которая расположена на другом сервере и имеет другое доменное имя. Функционал и интерфейс зеркала не имеет отличий. Среди особенностей использования зеркал: Jet casino рабочее зеркало – это точная копия основного ресурса, которая расположена на другом сервере и имеет другое доменное имя. Функционал и интерфейс зеркала не имеет отличий. Среди особенностей использования зеркал:</p>
<p>доступ ко всем функциям основного ресурса;</p>
<p>отсутствие ограничений в плане работы;</p>
<p>доступ 24/7.</p>
<p>Разработчики заведения предоставляют возможность обхода блокировки с использованием рабочего зеркала.</p>
<p>Джет казино: обзор официального сайта</p>
<p>При входе на официальный сайт игроки без проблем найдут всю запрашиваемую информацию. Меню разбито на категории и включает в себя вкладки: «Зал игровых автоматов», «Бонусы», кнопки «Регистрация» и «Вход», «Топ», «Настольные». Навигация хорошо структурирована. Среди основных преимуществ Jet Casino:</p>
<p>широкий выбор игровых автоматов от известных провайдеров;</p>
<p>консультация 24/7 по всем вопросам, связанным с онлайн-гемблингом;</p>
<p>возможность игры с мобильного и ПК;</p>
<p>разносторонняя программа бонусов для новичков и активных игроков платформы;</p>
<p>поддержка популярных платежных систем для проведения финансовых транзакций;</p>
<p>наличие демо-версии;</p>
<p>простая процедура регистрации и верификации аккаунта;</p>
<p>частые турниры с призовым фондом от нескольких тысяч долларов;</p>
<p>возможность внесения средств и вывода выигрышей с использованием криптовалюты;</p>
<p>гарантия безопасности личных данных и соблюдение оператором принципов конфиденциальности.</p>
<p>Клуб выполняет взятые на себя обязательства и гарантирует честность гемблинга. Информация о правилах и условиях находится в футере (подвале) сайта.</p>
<p>Навигация</p>
<p>Правила и условия</p>
<p>© 2025 Jet Casino. Все права защищены.</p>
<p>Скачать</p>
<p>Главная</p>
<p>Промокод</p>
<p>О нас</p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/pokerdom-pokerdom-oficialnyj-sajt-onlajn-kazino/feed/</wfw:commentRss>
			<slash:comments>48</slash:comments>
		
		
			</item>
		<item>
		<title>3</title>
		<link>https://www.ideyalab.com/l0-3/</link>
					<comments>https://www.ideyalab.com/l0-3/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Wed, 22 Jan 2025 03:09:23 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.ideyalab.com/l0-3/</guid>

					<description><![CDATA[]]></description>
										<content:encoded><![CDATA[]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/l0-3/feed/</wfw:commentRss>
			<slash:comments>3</slash:comments>
		
		
			</item>
		<item>
		<title>Why The Explosion Of LLM Usage Will Drive An Increased Need For NLP</title>
		<link>https://www.ideyalab.com/why-the-explosion-of-llm-usage-will-drive-an/</link>
					<comments>https://www.ideyalab.com/why-the-explosion-of-llm-usage-will-drive-an/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Mon, 09 Dec 2024 08:26:07 +0000</pubDate>
				<category><![CDATA[AI News]]></category>
		<guid isPermaLink="false">https://www.ideyalab.com/?p=7056</guid>

					<description><![CDATA[11 NLP Applications &#038; Examples in Business Using labeled data, all of the model&#8217;s parameters are improved at this step. Each downstream job is a unique model with its own set of parameters. However, research has also shown the action can take place without explicit supervision on training the dataset on WebText. The new research [&#8230;]]]></description>
										<content:encoded><![CDATA[<p><h1>11 NLP Applications &#038; Examples in Business</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/4gIoSUNDX1BST0ZJTEUAAQEAAAIYAAAAAAQwAABtbnRyUkdCIFhZWiAAAAAAAAAAAAAAAABhY3NwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAA9tYAAQAAAADTLQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAlkZXNjAAAA8AAAAHRyWFlaAAABZAAAABRnWFlaAAABeAAAABRiWFlaAAABjAAAABRyVFJDAAABoAAAAChnVFJDAAABoAAAAChiVFJDAAABoAAAACh3dHB0AAAByAAAABRjcHJ0AAAB3AAAADxtbHVjAAAAAAAAAAEAAAAMZW5VUwAAAFgAAAAcAHMAUgBHAEIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFhZWiAAAAAAAABvogAAOPUAAAOQWFlaIAAAAAAAAGKZAAC3hQAAGNpYWVogAAAAAAAAJKAAAA+EAAC2z3BhcmEAAAAAAAQAAAACZmYAAPKnAAANWQAAE9AAAApbAAAAAAAAAABYWVogAAAAAAAA9tYAAQAAAADTLW1sdWMAAAAAAAAAAQAAAAxlblVTAAAAIAAAABwARwBvAG8AZwBsAGUAIABJAG4AYwAuACAAMgAwADEANv/bAEMAAwICAgICAwICAgMDAwMEBgQEBAQECAYGBQYJCAoKCQgJCQoMDwwKCw4LCQkNEQ0ODxAQERAKDBITEhATDxAQEP/bAEMBAwMDBAMECAQECBALCQsQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEP/AABEIAUkBcgMBIgACEQEDEQH/xAAeAAEAAQUBAQEBAAAAAAAAAAAABgQFBwgJAwIBCv/EAFEQAAEDAwMCAwQHAgsDBw0AAAEAAgMEBREGEiEHMRNBUQgUImEJFSMycYGhQpEWJDNSYnKxs7TB0SVDZhcYNGNlo+E2OEVTdHV2goSSk8LE/8QAGwEBAAIDAQEAAAAAAAAAAAAAAAUGAgMEAQf/xAA6EQACAQMDAQUGBAQFBQAAAAAAAQIDBBEFITESBhNBUWEicYGRobEUMsHwI3LR4QcVQoKyFiU1YvH/2gAMAwEAAhEDEQA/AOVSIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAlmi9AVWqwa6euhordFIIpJnOBcXHGGtb6nI7+vmqfX2l6XSN9FppKmWeMwMl3SAZySeOPwVBpieYX6104meInXCncWbjtLg8YOO2VLusNHV1+umUtDSzVEz6OPbHEwvceXdgOVvUYullLfJPRoW1XSpVKdP8AiKUVnOW854Xgvr6mPEX1JHJDI6KWNzHsJa5rhggjyIXytBA8BERAEREAREQBERAEREAREQBERAEREAREQBERAT+x6L0JVQ0NPc9YOdcLi1pZHTAFsbicBriQec+uP81GdXaan0nfJrPNMJgwB8cgGN7D2OPI/wCilOgNLQ22Aa81M18VFSHfSQ7fjqJB90gdyM9vXGewUc1DXXrWmoaq4ttlQ+V43Ngiic8xxN4HAGeB3PqV0TS7tbYf6FhvKNL8BTbpKFWTXSlnLjjdyy3y+PpsWBE7cFFzleCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiA9qOqloayCugx4tPI2VmRkbmnIz+YUiHUXUX8JGapcaY1jIfd8eF8Dmc8EZ+fqrVHaon2R9wMn24cXtZuH8mCGk479z3+SrP4K7o4XRVxe+Xb8Ai5GcZx8XPcfislNx4Z0UbuvbrFKbSynt5rhlouNfUXSvqLlVkGapkdLIWjA3E5OAqdSBumGQ1IiqqiR0ZdKwvZFw3awuGTnhxwDt9PNfNRplsUNQ73xodSh4OGE+IWmT58cR/qFjnJplJzk5SeWywor1Npp0NxZbxVmQugdNlsJ3Oxnhjc/FnHBB5VRDo6aUxh1TIzxIfFIMGSPiYPJ3b485+RQxI6ivrtNB9M6rp6mQsjp2zO3R8HLHOOCD2yzGfUr7OlGkjw7iZAajwMsp3OwR37E8/LzHKAj6K6ssMr4LhN4rh7i5zfuAhxHcEg8H96q2aYbVwU81JUu3SNZvj2ZIJDCSOeRh5PywgI+iv50qDGSy4bpA0ODPCwDnbxnd/S/RKjTUNvLpaqqdIyMeIY/D2uc0bCQefhPx48+yAsCK8N07I6ro6YSyEVcHjZEXxNGCSA0kE9u/GfJVDtIyxui3VZc2QuGWxEklviZDeeT9n2/pBMgj6KR1umIhJU+7VAYym3kAguJAc8Au54HwYJ9SPVRxAEREAREQBERAEREBNKPq5q6ho4aGA0XhU7Gxs3QZOAMDzXhD1Q1RBepb611KaianFM5pi+DaDkHGe4KomWO3VMA8F8sMjoIpQ5zg8bnbuMYH83v814S6cdFW0lG2pdIamPxNzIicDGfhyfiH4FbO+n5kk9Yv2orvpbcb8FolkfNI+aR2573Fzj6k918qQnSEzZjGavLRnDmxE7yN+Wt55dhg4/pBfVTpiIl/gTFgjL+Nhc7hxGXc8Djk+WQteSNbzuyOIrtFZPeLY6vZIWmKHxCAwkO+Jw5OcDt+fovSl00+pijkE8gEkQk3eBlnP8ASzyB+0fL5oCyor6dMM8Nzhcm5jZ4jwY8fCA0nHPOA8fqvT+C1PDUsjqrmRGTEC5sXfe7HwknBH9L9EBHkUiGkTvj/jUuHl52eAd2G5+Ec4LuORxjK8I7HBPPUwNn8JsNU+IOLdztrWuPbIHkmQWRFIZNKDLmx1jsxseXudH8Bc1zmnBzw0bRk+WR6ryodOR19DBVRVUrXPZI54EW8AtdjAwc9jk/LlMgsaK+VenIqSjqJzVSSyRRska1kfABJBDueCOM+isaAIiIAiIgCIiAIiIAiIgCIiAIiIAvpk0sbXsjeWiRu14H7QyDg/mAvlVFuttxvFdBa7RQVNbWVLxHDT08TpJZXns1rWgkn5BAU6Lbfoj9GP7S3VuSnr7/AGWDQljl2udW3wls7mHGfDpW/aOdg5G/Y09twW+vRb6K72bumlRTXTXEdX1Au8OJGi6O8KiDxjkUzDh4z+zIXtweQe6xc0jdC3qT8Dimi29+lJ0To7QftPi1aI0va7DQVGnKCqkpbbSsp4TKXzMLwxgDQS1jQcDnC1CXqeVk1yj0ScWERF6YhERAEREAREQBERAEREAREQBERAEREAREQBEVVa7Vc73XwWqzW6qr62peI4KamhdLLK49mtY0Ek/IBAUqKZa06O9TOnVpob3rbSFdaKO4v8OnkqA0Fztu7aQDlpxzggKGrKUZQeJLDMYTjUXVB5QREWJkEREAREQBERAEREAREQBERAEREAWQei3QTqn7QWppNK9LNMS3Wqp42zVcpe2KnpIy7aHyyOIa0E9h3ODgHBWPl1L+ho8OPR3U+UMaHvudsaXY5IEU+B+WT+8rGTwsm+3pd/VVN+JSdEvoe6CAxXjr71AfUO4d9S6fGxg7HEtVIMnzBaxg8iH+S3r6Rezz0U6FUxh6W9PLTZKh8XgzVzId9ZOzjLX1D8yOBIB27tuRnCnRqOOCvk1XzWhybJ6nYwp/lRS6urLvT2OaSxUtRUVm5oZHAWh558i4gAeufJR/T9s1+19M+pq6G1xFjTWAyOrZ5X73OcGEhgjBz95xk44DW4Uo94cQSASB3IHZeRrR6rdC4cKfdpL3+JpqaWq1fvpSeyxhPb3+eficePpcHbvarpz/AMKW/wDvahaVLc76WSTxfakpn/8ACtB/fVC0xXseEQ1yumtJerCIiyNIREQBERAEREAREQBERAEREAREQBEWdfZ49kjWvX6hqNSU12o7Hp2jqjSSVtQ10kksoaHObFGPvbQ5mSXADcMZ5A2UqNSvNU6ay2abi4pWlN1a0lGK8WYKU/6Z9BerPV2Qu0LoyuraON+yW4SN8GjiPo6Z+Gbsc7QS4jsCug/Tv2PvZ/6UwNqa2zO1beGuDvf70Q9jCM8R07cRNB4PxB7gRw4DhZQqdTMc6ntNubDBGXNggijaGRsBOAA0cAZPYBWG27OVJe1cy6V5Ld/0+5U7rtdTb6LGDm/N7L5cv6GqPTT6PKx210df1f1dJcpyAW2ix5ZHu4OJKh43OHcFrGN8iH+S2L0/ovp30dt9RbtGabtOm6nZ4EzI4T79UtG3IklIL3Nzg4c7bnsMrwuGrLrZa81TPFaYjMwSMZuBDQWvIzxgZ7+ShOqrxfb3cd1RRXGWQujgY2dznu3PbvaCSAMubl2MAY7DCsFrp9naLqgt/Pl/2+BX7i51XUqnTVb6fJbL3YW7+OTEvtyXs3bptaG793h3tp7+sEi1I0t031nrGGWtstlk+r6b/pNxqXNp6OnH/WTyEMb+Gc+gWyPXrWc9r0lb7vTUVvrZaW7ARxV1M2ohDnU8zQ4xu+ElpO5ucjLRkEcHWbU2utXaxdGdS3+rrY4f5GBztsMPfhkTcMYOTw0BVTWHT/GTlPPhsvcvH+xd9JpVaNnClTwlvu/e/Db7n3qrRtRpaKiqvri2XSkrjKyKpoJjJH4kRAkZkgZxubyOCCCCVH1f7pVmXRtho88QVNc4D+t4P+ip9L6O1Zre6R2TR2mrne7hKQ1lNQUr55CScD4WAnuoqtGMZezxhfVJkvS6unEt3v8ActCLK/WD2W+uHQXTtj1P1V0YbJRahe6KkzWQTSNka0P2SMje4xu2nO12DwQcEEDFC1cm2UXF4ksBERDwIiIAiIgCIiAIiIAiIgC6hfQ8TiHRPUok97pbv7mZcvV0u+iVqxR6G6jvOT/tSgOB54hlWE/ykjpSTu4Z43+zOiMOoYamumo4m58E7XOJxlw7gDuQM91U6a1fpesvUlirK2lfWj4mM8UEgejm5UcloIaC009YJKgVNeySR7nZDA52MluWg+nmVr+20ak0nri1XCotdRFB719pVnAjcM88+ZLSeFLadp9rcqr3tTpcY7Z8X+9viQfaPXdTtbe1rW9JyhWnLLXhFYSTx48vd+Hy3jbHGxu1jGtb6AYCw51Uj1Zo/Udv1NarganT1VPHS11AY2ZpnSODWyAgbi0kjueDx2PEH6s9R+r8NNUWPQr6m2UNNZBcBe5aYCEucHENdUS4ijaA1o5O7Ls9hgwi12jVeldFUut9banZd71f4mQwv97lle+Av8QnLwAG5YwgAYGeFjRgrdOpU6WnF7PfO+Nuel+Ke3BzUKta9uadvbynF9ccuOVjC6svdKUcbNbrfBoT9KVVNrPaUoqhhyHaWof76oWn6399pnprZuo3Wa16u1FNO+Jlkhp/cQ3aHllSeXOznBEruAAeAc+S0o13oG86DupoLgx0sD42Sw1TWYZI124DzO05Y8YPPwE9lHKLUUT18sXVRer+5GUU4050xqb1Yqe91lTNRR1pe6lJg3Nlja4sLgcjPxte38WlRzUunqjTVyNvmmbMC0PZIG43NPy8lpjXpzm6ae6MZ2tWnTVWS9llqREW45wiIgCIiAIiIAiIgCIiAIiIAujfsa6h+qfZ0tFOH7d9fXvPz+1x/kuci3U9nu9m29ELDTh+N01a7H/1Dv8ARTWgvF4n6Mg+0ND8RZOHqjYW9ayJ3fa/qvC01T/FbWV8b2VENwtng5d/u5nk5x55AChVpLqljbnXiOWmqqS7NijcTubLTUu/cR8i9hHzCuDrwXTQjf8A7/So7/zmK31aufZX73K/Y6UoYk0Xq6X0mgq3b/8A0Zf3fumAWMuqPUltZW3Cy2yphmoZaijq/HYSSZI6RsRaD6Auf+YVj1/1A92gitlpuBbUxyXWkrmhp4jlqSduSPNo8l79Juhtx6o286iuV/ZabR4zoWFkPjTzlo+La3Ia0ZwNxPrgHC5Z1adCHeVHhf3LRp+kXGo1lbWsHKT8F6L98mEus9ea3QDQXZ23eH+6lVu6Rex97QPWv3aq0joKqp7XVYcy7XTNJR7D+2HvGZG9/uNdnBxk8Lp70h6B9GtPQSzQaLpLnNSzxSw1F4a2tkbIA8CT4m+G14B4LWNxgEYPK2CparcdznZJ5JJVI1O7jXuZTgttvsX+27G17Rd3dyw14Lf154+5pb0n+ix6aaatVFcOues59SS0W6eahtzn0dC0u2lzDJxNI34fvDwyQewK3G6dWTpP05tX1B050tZNN2ukY4ye60zKZhYwNBke/G6Q/dy95JPckqvvVC++2ia1x1z6N023EzGNeW4IPZ3HlheNs0Fpekp6SCrppboKJ3iQfWEpnayTOd4Y74N+ckOxkeRC5oypTp9VWT6vL0wKmn1rasoWsEo4/M3vnPHi+N+P7ab/AEwsrJukOgZI3BzXaikLXA5BBpX8hcpF1V+l/k39JNC/LUUn+GeuVSxp/lIPU103Ul7vsgiIszgCIiAIiIAiIgCIiAIiIAuif0XNcKPQ2vQ48SXWjH4/Yyf6rnYt7fo77mLdoXWJLseJdqb9IXf6rGSysE72agqmqUoPh9X/ABZ00sN6sF9tUFsulW2lkpOWSgYbtHYEnz7DHAXvZtPQXiqu9jvdXFeaCEsaJPDawZfGHFnw+bSeCOe3mscdKXU99prqalviR/ZxEZIPOScEcjsOQs0aQtlHa7SKehp2wxbzta3+3PcnOeSu2lKKpPK3fp9c8/ArXaOylYam7KlNulS4y3t1JPGOHyt+dvefEt50zZqBlmqK2KWOCIUxicA7c0Dbhw7HjgrEfXtlJeKe03mgp37aOSailIZgMI2uDT5Dvx+Kh9PddZXbWV3tWl7K+eejr5Y6yaphlcxp8ZxDQGg8ANaedpJB8lJrf1Cq+hulrZZtdWn3243d1VVzwxzNLoB8DI8g8ctb+WSFUdLraxd3jndSj3W6UYx4w9stttv5LnYw7OX7qahBWlFzksvnnZ5WcY+/Bz79pPqLPobr3ZGXKV7LJW2KnZO54cWRH3qQukAaCS4CNowPIrX3WnXSk1RTT23+B1LUUc0dGwe+SOLmmCSV5xsII3eM5hIcDtzggnjZn2+Pafp77TP6WUfTey7bvQR1rbzUgS1VNGah+WRDb8DiYGlzg7nPbjK0MHJwrNL2fZTJS9lUnc1JVYdEup5Wc49Mm+fssR9NOuPQGm6T1wfQ6q0XFXyRVlRtigAqal0sbxJuG7BdtLD5bjjsRrB190HcdKdQLvaTfbVeIrUI4feLdP4sR+za5wDhwS1zi12CcFpHkrZZ3NpYmUsDQxm39njP4+qrKsNdTSNcMhzcEKd0/sdQoupcyqNuSe3gm920Rl92nrXFKna9CSjhZ8Wlss+BjqG311RSVFfBRzSU1IWCeZrCWRbjhu49hkg4yqdZMn6nXiw9E6jorTW23NornejeKmtER96kwxjREXZxs+zY7GO4WM1Azp1aM3CssNeudv34HX1U5xUqTzlb7Y3/AH4hERYngREQBERAEREAREQBERAFs70wuzrf0p02xj9pxVvH4+9Sf6LWJZ60Y+qm6f6UoaKCSeaZlSyOOJpc57zVy4aAOSeRx8wpbRXi7T9Gc11T7yn0k3uOuL1M98j7tUlz3TvcfFPLphiU/wDzgAO9VbaHX16tVbBUsq5Jo4aqlqnwyP8AhlNOcxgnvgcgfio7dKuy2Gbbq7UMFu8N+2elgAqq1uDhzRC0gNeMEbZHxjIwS1R/WmvXaQuUdu09Y6EyPp6athrq4+9v2yxslYTC5oiBweWObI0Zc3c/AcrBcanb0E9848tzRToKLSJbWNu1+qKu/SQR09PUTSTSVM8rYKdhc8Z+0kIaAC8Dk+YW5Xso0umbh0kttVDqH60p21dU0vo43xMc7eCQHSsDuMkE7MZBwSMFcu73qK/alrDX6gvFZcKghrQ+omc8ta0BrWtz91oaAA0YAAAAAC389jW+C29CbTAX4zXVrv8AvVXb3U6l5Hu4rC+pd+xUXS1RODw+mRuvarjSU8Laejgip4G87GZ5PmSSSSfmT+GBwr7XXs2Gkt1dXUlUYLnWRUVO6KIuy+QEhx9GANcS7tx6kBY56b36prq6rhpmmQe5SmXBYMR8bjl5wOPPur/Sa+0nUzxWOnvUVRVwQhwpYZTI6JjcN2uce2MgY479lotdPhWputUfHhxt79yY7S6/dWV9HT7eH58Lqx1PMs7KOY74WzbazyZTZU26AFjKl1Q/BALRhgP58le8NWD5rBDeo+ltM6guM8+qbhdq2vMbIrTS5qTT7AfgjjYMAkk5zz2z2U/0Tqq7aio5626aaqrK0TFlNFVSNdLLFtBD3Nb9w5JG3J7d1y3NpVpx7zpxHbHhnPlnd48zXp95a1ajtu9c6uXlZU+nD/1OC6IZW+Hh743Zqf8AS4y+J0l0R8tRSf4aRctF09+lkqondKdEQOlaJH6glexhPLmtpnBxA9AXNz/WHquYS00/ylZ1qPTfTXu+yCIizIoIiIAiIgCIiAIiIAiIgC3A9iy5/V2gtRndjxLvF+kP/itP1sz7MdeaHQF3O7G+8D9IG/6rZSj1TSLD2V/8vR/3f8Wb69D9cU8dyrrU6vEFRUBkkALsby3O4D1ODnHyWy9k1JdY7ZEBMw53clg/nFcxzqJ8UjZY3/ExwcPxCkVR1z1VDbhQ269XajIGB4d0nDGj5M3YCkqdrGcW3LDXo9zt7YdlNRvdTjdafT641MKT6kuhrCy02m1jyy8p7bo6F6k1/BYbfLcL/fY6OniaSSXBpPyAHJP4LR/ql1bfr/Vk94ZujpI2iCkjceWxAk5PzJJJ/HHksO3DW18uWW3C8VlSCcnxp3Pz+8qkpayqrZ2U1LFJNLIcNjjaXOcfQAclZKhGKWOfEnezHZCWg16lzczU5PaOE1heLeXy9vcly8mHfaxqvfNd2ScnObBGP3VdSsKDuFlP2irnSV+srdTU9XFPLbrTHS1PhSB4jlM80mzc0kEhsjMgHgkg4IIGNbbTe91sUJHw5y78B3Ub0OpW6I+LwUTWqkHfV6ieV1S+5NbfndF/VH9i/dQ1clFb/HYM4kbuHqMr0omYeHfuXxqOMSWapB/ZaHfuIX0Sopwsp9L3w/sUOOHcRzxlEKulf9YVAlDS1rW7WgqkRF84q1JVpupPllqhBQiox4QREWBkEREAREQBERAEREAREQBXeg1hqm1WmWxWzUFfSUE5eZYIJ3RteHtDXtOOS1zQA5vY4GQcBWhETwApRqenuF9utNLTU7pGtttGwyH4WNDYGN5ceB29VF16Oqah8TYHzyOjZ91hcdo/ALbCcUnGS2MXHLUiu90tNG7+O1xqXt7xUvb/APIeP3Arbj2ftQxUHSuzxwR+BG6orHtjDi7aPGPme/ZaarZLpNLXf8ndiipIJJA0Vcj9o4a0Tuy4nyA8yeAt1BqpPpSSX78S1dj2oamnJ/6WbVaYvViuswh1FcK2ClY0yAUh+OSQfdYfRpzk/gsj2m7aYNLDT2TTtPQSFzZaipa4mad+Ocu8mkknbz5LTm49ZNE6Chf9c3v3+4sO1tstZbPID6yS58KMZBBG50gOMx4OVjzV/th9SLnA63aIZDpWkcNrp4CJq2Qcf75w+y5GQYmscMkFzhwuqV/UoUnQpSwvT9/Yldb/AOnJ6h/mNePe1kkkk/ZWPdhP4uXuOi1RrvpL0Vs31pqe92TS9I8cGU4nqMEZDI2gyzY3NJDGuwDk4HK1+6nfShWu2001t6N6KfX1ZIay53zMdOwcZLaeNwe8/eAy9mCASHDhc+bldLleat9wu9wqa2qkxvmqJXSPdjtlziSqZRc26snOby35kBX1+q4KhZwjSprhRSWP6fBInXVvrf1N643uK+9StTS3Sama5lNEGNigpmuxuEcbAGtzgZ4yccqCoi8IOUpTfVJ5YREQxCIiAIiIAiIgCIiAIiIAs/dCagwdPq/BxuvJ/uGLAKyh0u6i6Y0vpytsmohcWF1c2sidSQslMjS0Mc34nNAIDQRzg8jjz3W8owqJy4JjQLqlZ6jTr13iKzl/7WvAzK+vcf2l81eaO3su92rKW2UEpcI6qumbDHKWlocI93MpaXt3BgcQDkgDlYdv3Xm8TAU2kLLSWSFpDveZT73WPPwnmR4EbRua4gMjacPLXOf3WOrtebvf659zvl0q7hWSNa109VM6WQta0NaNziTgNAAHkAAF2TvYraCLffdt4RzGyhn1lsvlz9UZuvXWnRNmjjFlpKrUVaeX+IHUlHF90gZ/lZiQXtIxFtIBDngrHOo+r+u9R0U1ofdvq62T48aht7fd4pgNpAlLfjmAcxrgJHODXZLQMqFouKpXqVPzMpl9rV9qOVXqPHktl8l+o7rLnSPUXSfTHTLqRX6xslHdtX1MFDRaYp6psu2MvfJ7xO0sIw5gEZGT3wMEFwWI0XPOLmsJtbp5Tw9nkj6VTu5dWE9mt1lbrH08PUyBaxPJQU9S2RrnPjBO4ef5K0X2sqJ6aeN7gGjgtb2JCuGk6nx7OyM94XujP9o/tVor/wCMQTFvd2T+q+iVKve6fFxf5o/p/UrNGHTcyUlw/wBSOoiL58WIIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCrGXq8R2t9jju1Y22ySiofRtneIHSgbd5jztLsEjOM4VGiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiAZOPVASzRDj4FUz0e0/oV4v2ieqib2ZPIMfmT/AJq56eslbZ2yuqzGWT7SxzHZB7rwbU2qvdUxSVFPQ1FNNIHOfhombuODnzcrRQ1Ohb6fb1JPMcyTa3xzylv5HD/l1ed7VpNYlhNJ7Z44b28yGoiKrncEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREBdLZqW7WkbKeffFggRS5cwfkrbLK+aV80hy6Rxc78Scr5RYRpwjJyS3ZtnWqVIKEpNpcegREWZqCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiIAiIgCIiAIiICS6YsmkqyjmuOp9SOo2xvEbaWBmZnkjIdkg8cHy/McZqtc6IpNN01FeLRcnVltuA+ydI3D2nGefXI+QVjsUkdvqo7vX2U19DE4sexwIjc4jgE4x81PeplFLddO2O/UUlRFTThsUFtcxoERcONgaAT288+S6IxjKm9t0WG2o0LnTar7tdcEmsZ6ud5PLw14YXj4GL0XrV0dXQTupa2mlgmZ96ORpa4fkV5Ln4K+04vD5CIiHgREQBERAEREAREQBERAEREAREQBERAEREBKdJaLZqO13W71le6iprdFuEvh7gXAZIIyPIevmFFjjPCzhbbFbqjQ9q03QXu3wiokiqK4OkBdPkhxZgH12j8GgKI9VNIQW/UFIzT9LF/HYy1tFSx/G0sAyS0eu79CumpQ6YKS+PxLPqGhyoWUK9NLZLqectuT4S/wDXZebyY9RfUsUsEroZo3RyMJa5rhggjyIXyuYrDWNmEREAREQBERAEREAREQBERAEREAREQBERAEREBJNN6/v+mKR9vozTzUrnb/Cnj3BrvMjzX7deoWpbxc6K51VRG11vkEtPEyPEbXAjkjz7ef5YVJaLbbKymikqROJHVPgkiUBuNpdnG3Pljuvem0q17o5J6x3gvlawFrOXBw4I54OSBgrPvZ46c7HatSu1SVBVH0rhZ8uPkUOo9RXDVFzddbn4fjOY1gEbdrQ0dgrYrxQWGOvhY4VD43mWRj8xk4DWgjgc7jzx8j6L7k06yCnfNJVPefAklYGR45aQMHPPY57dsFYuTk8s5qtWdabqVHmT3bLIius1m/2cbhHIAI4Y3uaGnB3HBO4nGe3A/cqkaUk2tdJWhhdGH4MfmSBjvz3HK8NZYUUgj0sfAZ4s+JZ2x+HlvDXOOMHnnktGfmvyPSbn7d1aWZL/APcE528HGDzz5fInyQFgRXyWwQU8NGZqhzjU1EbC9rcNDHDPGe5Hn6HheNwsJo4zMJzt8URgSM28EuA59Rt5HlkIC0opJU6VhijYfe3MLIi6XMRJJ3vGcD7ow0c/MLzm0rG2aQMr3MjE74274TnaM8kjj/Uc/JAR9Ffo9NwmKOpbcGyNc9o2OjLcglnfn0f+i+m6VEkjWtuDGhzC8gRlxAw04ABy4/F+hTII+ivFs0824hv8fbEXvcxoLMjhzG57jzeP3Fe0GlHziHbWj7WLxD9k7DSQCBnzHOMjsgLCiv8AHplmyRprGOcQwbi0jYS5mcc88P8A7V4VenhSUMtd74XtZt27Yu+Q0gHnjh3zHCAs6IiAIiIAiIgPaiq5aCshroNviQSNkZuGRkHIyr+7qDf3amZqt3u3vrI/CwI/gLcEYxn5rybZLZUQD3d88UjoIpQZJA8Zdu4wAP5v6ryqtOCjopqiaeQyshbK1jWdsuw7PPYZHIXqm47JnRSuq9BdNOTSyn8Vw/gW663OqvNxqLpWlpnqXmR+0YGfkFSq+s0v4kNPK24xg1BaMOZjbnZ55/6wfuK/f4KybXv98wxsoZudERkEZzg8gg8YK8by8s0znKpJyk8tlhRSD+DDHvFOK6Npbn49p+LluMjPH3l5fwfZBU0UUk/iGqjfJh0Za0AMyOQef0TJiWRFeBpyQ17KITuIfAZw4RHcQM5G3OfLzwvQ6ZaBKPrJhdCx73BsZcMBxaMY8jtPOOMj1TILGivp0s5okc6tDQyNj25hdk5z3Hdv3Tyf0XodLRbQ1te5z3SNG4R/CGneDkZznLOPXI9UBHkV6q7DHRUNRUvnfKWFoY4RlrfvEEHPnx28l+XDT7aWCpq4akuihcA0PZguHw+fbJ35HqASgLMivLrA2lqaaOrmJZPDJIcNwWFrScfPy/Fex0nIJS335vhhxb4nhnGQT8++BnHzTILAiv50o4gujrg5oY858P8Aabng88Zx3VNUWB0VYKOKpErnMlcNrOSWZ4Az54/VAWlFIDpF4lLPfxta+RhcITzt/mjOXZ78K13K3st74oxUiV0kYkOGEBoPYcoCjREQBERAEREAyUyfUoiAZPqUyfUoiAZPbKZPqURAfcU0sEjZYpHNew5aQeQvkve4lznEknOSV+IgGT6oST3KIgGT6lMn1KIgGT6pk+pRSHRvT3W3UKvNt0Xpm4XaZpAeaeEuZFnsXv8AusHHmQiWT2MXJ4issj2SPNMn1K2A1L7GmvtEdL7x1G1lerdQTWuNkrLXCDPI9peGnfICGsIyCAN+fMha/r2UXHk2VaNSi0qixkZPqV7NrKpsDqVs7xE7uzPBXii8NQREQBERAEREAyfVMn1KIgGT6pk+pREAyfUr2nrKqpYxk873tjzsBPA7f6BeKID7jmliLjHI5pc0sJB7tPcL4yfVFNumPRPqt1luJtvTPQl2vz2PDJpqaA+BAT/6yU4Yzjnkgoexi5PEVlkJyfUpk+pXRXo19EJqW70hufXHqBFYy9v2VrsTW1M7cjvLPIPDaQc/C1rwf5w7LQfXum4tHa51DpGGpdUx2W6VVvZM5uHSNilcwOIHYnbleKSfBuq29SilKosZLFk+qZPqiL00DJ9UyfUoiAZPqUyfVEQDJ9SiIgCIiAIiIAiIgCIiAIiIAiK8aV0bq3XN0ZZNG6buV7r34xT0FM+Z+CcZIaDgZIGTwgSzsizp34C3b6LfRZdXdaxQXjqre6LRFvkwfchiruLm+pY0+HHkH9p5cCMFgW9HR72IPZo6D0bbxT6Pivl1pgHyXi/AVkzT6xxkeHH3wNjN3OCSsepZwt2SFPTLiceua6Y+b2OU3Rb2OfaF68ObUaJ0BVw2nOHXe6fxOiHcfC+TBlwRgiMPI4zhZQ9pj6PLUXs1dHqXqheOo9vvNSa+GhrLfTUL42ReJu2uZK5+X8t5BY3v5rrvTa9sUbQamRtupGOcyGWow1krW7R8BbloyTgNcQ87SQ3AytY/pUJo5/ZPklidlj79bnNPqDvwk1UhJKSwbfwtv3Ep059TS/exxsjjkle2KJjnvccNa0ZJPyCzP029kXrP1Gjjr26fNitshGKu7ZgLh6tiI8Rw+e0A+RUw9hk6btWub1fdT24zPgt7G293ub6iTxHSDPhta0ndgDkDgeYXVbplcun1Poug1TfaIUtwq2ukMFbHuqYwHENBiBO04/8AFd9vaOquqWyOKSp29uriUZTbeFGPPx9NjT3ox9HBpKj8Kt1HR12rKwcufUj3a3s/qsHL/wA3O8jtC2/057P1i0hp98A90oKWkge6Git0LYYWOwTycc898AZ9VfK3qpc6yMjTFgEUA4FTWuDGAeuMgfqotdX3W8tM17v1RWtcPvBwp6Rn4FwG7HH3WnK7owoUV7KyzKlHVbhpJRt4eS9qb97/ALpmtvtYf+b7rH/2Rn96xcsl1V9r2Ckp+gWsIqStFUBRR7pGsLW7vGZwM8kfMgLlUoy5/Md2tPNaL9P1YREXOQ4REQBERAEREAREQBEWWPZh6MUXXbqxR6Iutzlobaymlr62SHHiuhjwNkeQQHFz2jJBwMnnsvG8bm63oTuasaNNZlJ4RiqCnnqpWwU0Mk0rzhrI2lzifkAtkOjv0f8A7QnViOC5VVgZpK0Tctq75mGRzfVtP/K/m5rQc8ErpB0m6DdG+kEEcehdD2+jqWgbq6Vvj1ch9TNJl3rwCAM8ALMVHVg45WmVV+Bc7fsiqS6rqeX5Lj5//DWjop9Gb0F6esguOvDVa7vDPic6u+xoWn+hTsPPl997+2cDstkaG92nT1tk07o2hs+nLbbJn0kUUNOMtLSQ7wqaIAYzzk8eqv1NVAgcqC0Wkb/WXy71Hgw01PU1ksjZZnElzS9x4a05I588eRBW22dNybrb4M7rT3Qp9Foul+aSb+ufrkv2i7tW1muJ2yXetq4PciQKiRv39zckMYcNHPHy8yuEnXDnrPrz/wCJbl/iZF3z01pWhsFQ+vFTLU1cjNjpH4a0DzAaPwHJyeFwK62nPWXXR/4kuX+JkWU5xnUbhwQOr0pUqVOMnlkLRbBdGujd2v8A0frup9uoW3GKG9zWyqpxEHvhZHTxytlHHI+OQH02t9TjGvVK3Wyhr6N9FBHDLNG4ysjaACAeHEDz7j8lxwvIVKzorlHDU0+dO2Vy3syDoiLsI8IiIAiIgCIiAIiIAiIgCIiALKvRn2ZOr3XXdVaH080WqObwJbrWyiClY/gkBx5eQCCQwOI49RnFS68+xo6mofZl0C2CJkZmoqiWTaMbnmrnBcfngD9yxk+lbE1oWmQ1W67mo2klnbnw/qY56RfRkdNbDHT3Dqxqas1TXja+Sios0lCw8Es3Z8WUZB+LMeQfujGVudoHQ2h+nFmj0/oPSlqsFvZgmCgpmxB7gAN7yBmR5AGXOJccckq30leDj4leqWsBxyuaUm+T6FS0a1sl/Ahh+fL+ZKYJvmo31F13oDTdq+qdaavitEly2sp4YZyK2c7hgQRszI4kjHwgq3a/uWoqTp5qar0hBUT3uCz1klujp4jLK6pELjGGMAJc7djAxyeFU6B6Z6Z0LbaWvotPQQXWpgZ73Xzt31s8haC90krsvJJzkE/kuijTaj3zzs/D+vh8mQ2oTpd4rSbinNcN858EuX4+4jVorL4RAzpJ0WbSuYxzI71qx5omQteQ5xZCA+pducS5zcRZdyTk5WAvpG7Brq0ezbNqHVvUWS81IvVCxtDT26Klt8RJf8TYzvkc4dgXSHtnAW68dR81qX9KNLv9lioH/b1v/tesvxU5zz4+fL+b/TBFXlhC2tJqCwkuFsvkv1yaY/R71lVW6+1VLV1Ekz/qqLBe7OPtfL0XQTTbYHVbmyxCR5A8NraYzyE/0Wfdz83dlz1+jt/8utVf+6ov71b/AFFeqKxw1NTXvc2EsG7NR4MWP6Z7kfLIUjRk5RyzVpybsUl6/clckk89eGS4FS3hrXD3yqGP5rB9nH+mFR3I28vkF0qAx7hh7pJPeqo48gAQyPt68LW3qj7dHSnQ3j2m1Xj68q28Oo7E0e7g+jp/uO/Jzj6rUbqV7b/VzWrpaPTUsGlLa7IDKL46lw/pTO5/+wN/NJ1oRNVS5oW/5pb+S3+vHw3NtfbS1poyz9F7/YZLjDSV11p44KKjlqGvqKh3iNJeGDB2gNOSBgeq5hqpuVzuV4rZbldq+orauc7pJ6iV0kjz6lziSVTLjqVO8eSGvLr8XNSxhJY8wiItZyBERAEREAREQBERAFst9H3VCk68yyk4/wBg1Y/7yFa0rPHsX1/1d1hkqCcZs9S3974kxnYltC31Kh/MjqrbLs+olZFCHSPccNa0ZJPyCnVBb6yGNkt1mht7HcgTuw8j5MHJWD+muqt2paVoe45Dxhu8k/CfJgLj+AWYam+VDLXHLUWSOoqXYe+n3txCccvc1mTger3fuXn4fbLPqd/cTpVlRiufdn4Z2JKbjZYofBo5J6iU4+2fhjR+De5/NVFPWh2OVF2SsYYjqC8UkD42BjaalAkeB6HbwDz3JVTBcIHTO91L/Bz8G8jdj54WiUMHGoRmtsv18PnsvlsS6Oqz5r+f7rUc9YdcH11Fcf8AEvXeY3OnpKaSrq6iOCCFhkkkkcGtY0DJJJ4AAXBHqbW0uoOqWqrja5mz01wvtbNTyN7PjfO8tcPkQQVnRTlLCKf2niqcKefN/oZ29jf2h6vonLXWbVkVbW6Kubn1ctBQxwuqHVZY1gkDpCMN2tGRnnaPmor1yunTzqNrCa+6H0M7TFtbSsp4oHVRmkkc0uJlfjDWk7gNrRgBo7nJMEt8QgMMTM7YwG/kOFcqmVsMD5HnAaO6vWndndOt27qVP+I1ht+Pw4+PJ83u9avq0I2vePoTyl5fr8DGUjDHI6N3dpLT+S/FcL9AIbg9wGBKA/8APzVvVPr0nQqypvwZMU595BS8wiItRmEREAREQBERAEREAREQBdV/ZTuopvZ10BDuxi3Tf4udcqF0d9nq+e59DtDU+/G22ycfjVTp09excOxSzqEv5H90bV2O4iurIKQVEcXjPazfI7DW5OMk+QU5sbqKGaubcYJ6oU8/h0zojtjmjDR8ZcewzkceiwFpbU9HHdqKSvuLKOmZOx0tQ9u5sTAQS8jzAHKk97632KjrX0dgo7hqeSd26iLGYa5g43FoGB8WecdlL6XYQrqTlDPr4L3vhfFY9xl/iBq91p1WlSoV1TUlnGcSk84wltJ45xCal6Pgndkvx6YaXuNXftT1NRTGqfVTVtS0vewPIaI24ydowAAFKrNqGG+UFNdqaWR8NXG2aN0gIcWuGQSDyFiG+dV7fQUNI+90c9TPVuxHQU0Imf4zQCWAdstJH5qmi1B1m1g4R2O10Wk6F/Hj1x8ap2+oYBgH5EfmsbmzqXHtzfSs/mm1Fe5RW/Pln3Efp2oWumPuqVONSp0r2KMZVJ5e6c6ssJZWNp9PjuzYCGpyBytVPpPJN/suVI/7dt/9r1sDpCkr7NY6W2XO9z3aqhDvFrJ27Xyuc4uzjJwBnAHkAAtXPpQNYWC39AqPSFXcoW3e9Xinno6TePEfFDuMkm3vtGWjPbLgFB9KjUxF5SfPn6lg1Nt6dKpVj0NxWzaym8bZWU2uNm15HOfox1v1P0Pudzu+lqGgqZ7nSCld72xzmsw7cHANIz+CoeoHWjqd1QqnVGs9X1tbGfu0rHeFTMHo2JmGfnjJ8yVCUXR1PGPAoXfVOju+p9PkERF4agiIgCIiAIiIAiIgCIiAIiIAsqezdX/VvUR1QHYzb5m/vcxYrU26Q1baPV3iOkDC6lkaMnGTlp/sBW2is1EiW0J41Kh/MjezRfUJ9kukNyZFHUOjDgI5HHacjHODyPksnU/VTUF/xHVV/hU57U9O0RRAem1vf88laRVPWbS+m8iSudWTN/3VLh5z6F3YfvUQ1D7UWv65rqXTRisdOeA+P7Scj+u4YH5ALpruEfZTPpWpa5pdnPrqNTmvBbtfovnk6OXHqvozQtALlrHVFBaocbgaiYBz/wCq37zvyBWDOo/0l2nbGZrb0o0rNepmZa25XImCnz6siH2jh2+9sPyXP263e63yulud6uVTX1kxzJPUyukkefm5xJKpFwOKZS7/ALWXNzmNvFQXzf8AT6fEyr1X9qDrd1mmkZrLW9Z9XuyGWuhPu1GxvPHhsxv793lzvmoTZraKVv1hWEMIGWg/sj1KyB0g/wCb/ZtCap1T1Z9/vGoMtoLBY6GR0Lw5zDuq3yEFmGkjAOeWn4TkLFtxuk9weQcsiBy1gP8Ab6ldWn3NCjKU5xblHhY2b88+hVL+NeuoynPPVzvlr0fln7Ess9V77G6Zo+AylrPwGFcq8RmjlMoBY1u45+XP+Ss+mGgW6HB7vJP71c7nUwQ0kzJnfejIDfM5BX0Kzm5WSnPlxz80VOvHFx0x8GQS515uFR4gbtY0bWD5KkRF83q1JVpuc3uy0wgoRUY8BERYGQREQBERAEREAREQBERAFu10mvho+lejaffjbbHf4mZaSraHRdydT6D0nEHY22v/APomXTaw65tehcOxL/7hL+R/dGxGndQW6esp4rwJJaB8jW1TIz8ToifjA+e3Kyvp/qFQWZ1RT6SstNQ00jx4DpW+JLCwADaCeO+T591q1TXuCyUMd2v9wprXRSNLo562URNlAzkszy/kEfCDzwo1qb2vdMabaaLQ1pnv9U0EOravdTUgd/QZ/KyDscu8M9xjzXa7qdrB06csZ+f9ixdoaGgVriNzqeJzgsKOW/nFPD/3bG81muERLqgtYCC6R78AYz3JPkoX1F9tDoh0ma+jrNSfX93YMfV1l21DmH0klz4UfoRuLwe7Vza6h9f+q3U3NPqPVdTFbh9y2UJNNRtHlmNh+0PON8hc7HGVjxRVRurJym8srl12p6Idxp1JU4LZbLZeiWy+ptz1Y+kj6x6xa+19OqWl0TbTkGaAior5R85njbGOMjw2BwzjcVqvf9R6g1Xc5b1qa9111r5v5SprJ3TSO9AXOJOPkrcixSS4KvcXVa6l1VpOT9QiIvTQEREAREQBERAEREAREQBERAEREAREQBERAEREAREQE20qIp7QwOaCY3ub/n/mqW6gNlqGtGAMgfuXzomc4qqYngbZB+oP+S+q0l9ZUxvHaQg/geR+hV+tKqrafS88Y+WUV+UXC7n8/mRNF+yN2SOZ/NJC/FQmsPDLByERF4AiIgCIiAIiIAiIgCIiAKb23rBq+0WKksVALcxtDGYYKl9GySZkZc52348t7udztzz34ChCL2MnHhm2lXq0G5UpOLe2zxsVl4vV31BcJbtfbpV3GtnIMtRVTOlkfgYGXOJJwOFRoi8NXIREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERASHRTsXCdvrD/wDsFcLlS1DK6oq3MHgSua1rgf2g0ZX3pmXTkjI/dgKW4bBG8SPdiT1IzxzhUNTqB9svdbFJGyrpnuGYi74dwAG4H8lL2+swo2UKcFmcJtuL2bjhrKfHiYz0pq5dWrJd3KOFJbpS2eGufDfYjlR/0iX+u7+1fC+6iUTzyTBgYJHl20dhk5wvhRUpdUnLzMsY2CIixAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREA7chERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQBERAEREAREQH/9k=" width="301px" alt="examples of nlp"/></p>
<p><p>Using labeled data, all of the model&#8217;s parameters are improved at this step. Each downstream job is a unique model with its own set of parameters. However, research has also shown the action can take place without explicit supervision on training the dataset on WebText. The new research is expected to contribute to the zero-shot task transfer technique in text processing. Also, you can use topic classification to automate the process of tagging incoming support tickets and automatically route them to the right person. Chatbots are AI systems designed to interact with humans through text or speech.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="309px" alt="examples of nlp"/></p>
<p><p>It’s an intuitive behavior used to convey information and meaning with semantic cues such as words, signs, or images. It’s been said that language is easier to learn and comes more naturally in adolescence because it’s a repeatable, trained behavior—much like walking. That’s why machine learning and artificial intelligence (AI) are gaining attention and momentum, with greater human dependency on computing systems to communicate and perform tasks.</p>
</p>
<p><h2>Advantages of NLP</h2>
</p>
<p><p>And as AI and augmented analytics get&nbsp;more sophisticated, so will Natural Language Processing (NLP). While the terms AI and NLP might conjure images of futuristic robots, there are already basic examples of NLP at work in our daily lives. Today, we can’t hear the word “chatbot” and not think of the latest generation of chatbots powered by large language models, such as ChatGPT, Bard, Bing and Ernie, to name a few. It’s important to understand that the content produced is not based on a human-like understanding of what was written, but a prediction of the words that might come next.</p>
</p>
<p><p>Instead, the platform is able to provide more accurate diagnoses and ensure patients receive the correct treatment while cutting down visit times in the process. Predictive text and its cousin autocorrect have evolved a lot and now we have applications like Grammarly, which rely on natural language processing and machine learning. We also have Gmail’s Smart Compose which finishes your sentences for you as you type. Natural language processing (NLP) is the technique by which computers understand the human language. NLP allows you to perform a wide range of tasks such as classification, summarization, text-generation, translation and more. Deep-learning models take as input a word embedding and, at each time state, return the probability distribution of the next word as the probability for every word in the dictionary.</p>
</p>
<ul>
<li>Further, Transformers are generally employed to understand text data patterns and relationships.</li>
<li>In 2017, it was estimated that primary care physicians spend ~6 hours on EHR data entry during a typical 11.4-hour workday.</li>
<li>Turns out, these recordings may be used for training purposes, if a customer is aggrieved, but most of the time, they go into the database for an NLP system to learn from and improve in the future.</li>
<li>Natural language understanding is particularly difficult for machines when it comes to opinions, given that humans often use sarcasm and irony.</li>
</ul>
<p><p>You can foun additiona information about <a href="https://scienceprog.com/metadialog-addressing-customer-service-challenges-through-ai-powered-support-solutions/">ai customer service</a> and artificial intelligence and NLP. Reviews of NLP examples in real world could help you understand what machines could achieve with an understanding of natural language. Let us take a look at the real-world examples of NLP you can come across in everyday life. Semantic search refers to a search method that aims to not only find keywords but also understand the context of the search query and suggest fitting responses. Retailers claim that on average,&nbsp;e-commerce sites with a semantic search bar experience a mere 2% cart abandonment rate, compared to the 40% rate on sites with non-semantic search.</p>
</p>
<p><h2>Generative Learning</h2>
</p>
<p><p>Getting started with one process can indeed help us pave the way to structure further processes for more complex ideas with more data. Ultimately, this will lead to precise and accurate process improvement. Sentiment analysis (also known as opinion mining) is an NLP strategy that can determine whether the meaning behind data is positive, negative, or neutral. For instance, if an unhappy client sends an email which mentions the terms “error” and “not worth the price”, then their opinion would be automatically tagged as one with negative sentiment. Data analysis has come a long way in interpreting survey results, although the final challenge is making sense of open-ended responses and unstructured text.</p>
</p>
<p><p>We are going to use isalpha( ) method to separate the punctuation marks from the actual text. Also, we are going to make a new list called words_no_punc, which will store the words in lower case but exclude the punctuation marks. Notice that the most used words are punctuation marks and stopwords.</p>
</p>
<p><p>Note how some of them are closely intertwined and only serve as subtasks for solving larger problems. Second, the integration of plug-ins and agents expands the potential of existing LLMs. Plug-ins are modular components that can be added or removed to tailor an LLM&#8217;s functionality, allowing interaction with the internet or other applications. They enable models like GPT to incorporate domain-specific knowledge without retraining, perform specialized tasks, and complete a series of tasks autonomously—eliminating the need for re-prompting. First, the concept of Self-refinement explores the idea of LLMs improving themselves by learning from their own outputs without human supervision, additional training data, or reinforcement learning. A complementary area of research is the study of Reflexion, where LLMs give themselves feedback about their own thinking, and reason about their internal states, which helps them deliver more accurate answers.</p>
</p>
<p><p>Analyzing topics, sentiment, keywords, and intent in unstructured data can really boost your market research, shedding light on trends and business opportunities. You can also analyze data to identify customer pain points and to keep an eye on your competitors (by seeing what things are working well for them and which are not). Tools such as Google Forms have simplified customer feedback surveys. At the same time, NLP could offer a better and more sophisticated approach to using customer feedback surveys.</p>
</p>
<p><p>Language models are AI models which rely on NLP and deep learning to generate human-like text and speech as an output. Language models are used for machine translation, part-of-speech (PoS) tagging, optical character recognition (OCR), handwriting recognition, etc. Optical Character Recognition (OCR) automates data extraction from text, either from a scanned document or image file to a machine-readable text. For example, an application that allows you to scan a paper copy and turns this into a PDF document.</p>
</p>
<p><a href="https://www.metadialog.com/blog/examples-of-nlp/"></p>
<figure><img src='data:image/jpeg;base64,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' alt='examples of nlp' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='403px'/></figure>
<p></a></p>
<p><p>You have seen the various uses of NLP techniques in this article. I hope you can now efficiently perform these tasks on any real dataset. Now that the model is stored in my_chatbot, you can train it using .train_model() function. When call the train_model() function without passing the input training data, simpletransformers downloads uses the default training data. They are built using NLP techniques to understanding the context of question and provide answers as they are trained.</p>
</p>
<p><p>Keeping the advantages of natural language processing in mind, let’s explore how different industries are applying this technology. With the Internet of Things and other advanced technologies compiling more data than ever, some data sets are simply too overwhelming for humans to comb through. Natural language processing can quickly process massive volumes of data, gleaning insights that may have taken weeks or even months for humans to extract. That actually nailed it but it could be a little more comprehensive. Auto-GPT, a viral open-source project, has become one of the most popular repositories on Github.</p>
</p>
<p><p>NLP is used to train the algorithm on mental health diseases and evidence-based guidelines, to deliver cognitive behavioral therapy (CBT) for patients with depression, post-traumatic stress disorder (PTSD), and anxiety. In addition, virtual therapists can be used to converse with autistic patients to improve their social skills and job interview skills. For example,&nbsp;Woebot,&nbsp;which we listed among successful chatbots, provides CBT, mindfulness, and Dialectical Behavior Therapy (CBT). Phenotyping is the process of analyzing a patient’s physical or biochemical characteristics (phenotype) by relying on only genetic data from DNA sequencing or genotyping.</p>
</p>
<p><p>An LLM alone wouldn&#8217;t alert you to the issue, and NLP alone would be challenged to tell you why sentiment is down. However, the combination will allow business discovery opportunities that were never before possible. There are other extractions beyond these, and all of them help a business tie its disparate information sources together through a common lens—the NLP extractions. Because it is an autoregressive model, it is not affected by data corruption. Experiments have shown that XLNet outperforms both BERT and Transformer-XL in terms of performance.</p>
</p>
<p><p>Smart assistants, which were once  in the realm of science fiction, are now commonplace. Smart search is another tool that is driven by NPL, and can be integrated to ecommerce search functions. This tool learns about customer intentions with every interaction, then offers related results. Search autocomplete is a good example of NLP at work in a search engine. This function predicts what you might be searching for, so you can simply click on it and save yourself the hassle of typing it out.</p>
</p>
<p><p>If you’re not adopting NLP technology, you’re probably missing out on ways to automize or gain business insights. This could in turn lead to you missing out on sales and growth. Now that your model is trained , you can pass a new review string to model.predict() function and check the output. You should note that the training data you provide to ClassificationModel should contain the text in first coumn and the label in next column. The transformers library of hugging face provides a very easy and advanced method to implement this function. You can always modify the arguments according to the neccesity of the problem.</p>
</p>
<div style='border: grey dashed 1px;padding: 12px;'>
<h3>Diyi Yang: Human-Centered Natural Language Processing Will Produce More Inclusive Technologies &#8211; Stanford HAI</h3>
<p>Diyi Yang: Human-Centered Natural Language Processing Will Produce More Inclusive Technologies.</p>
<p>Posted: Tue, 09 May 2023 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMie2h0dHBzOi8vaGFpLnN0YW5mb3JkLmVkdS9uZXdzL2RpeWkteWFuZy1odW1hbi1jZW50ZXJlZC1uYXR1cmFsLWxhbmd1YWdlLXByb2Nlc3Npbmctd2lsbC1wcm9kdWNlLW1vcmUtaW5jbHVzaXZlLXRlY2hub2xvZ2llc9IBAA?oc=5' rel="nofollow">source</a>]</p>
</div>
<p><p>NLP can generate human-like text for applications—like writing articles, creating social media posts, or generating product descriptions. A number of content creation co-pilots have appeared since the release of GPT, such as Jasper.ai, that automate much of the copywriting process. Sentiment analysis determines the sentiment or emotion expressed in a text, such as positive, negative, or neutral.</p>
</p>
<p><p>That might seem like saying the same thing twice, but both sorting processes can lend different valuable data. Discover how to make the best of both techniques in our guide to Text Cleaning for NLP. Spam detection removes pages that match search keywords but do not provide the actual search answers.</p>
</p>
<p><h2>Natural Language Processing Techniques for Understanding Text</h2>
</p>
<p><p>Publishers and information service providers can suggest content to ensure that users see the topics, documents or products that are most relevant to them. A chatbot system uses AI technology to engage with a user in natural language—the way a person would communicate if speaking or writing—via messaging applications, websites or mobile apps. The goal of a chatbot is to provide users with the information they need, when they need it, while reducing the need for live, human intervention.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="308px" alt="examples of nlp"/></p>
<p><p>Customer service costs businesses a great deal in both time and money, especially during growth periods. This content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals. NLP can be used for a wide variety of applications but it&#8217;s far from perfect. In fact, many NLP tools struggle to interpret sarcasm, emotion, slang, context, errors, and other types of ambiguous statements. This means that NLP is mostly limited to unambiguous situations that don&#8217;t require a significant amount of interpretation.</p>
</p>
<p><p>” could point towards effective use of unstructured data to obtain business insights. Natural language processing could help in converting text into numerical vectors and use them in machine learning models for uncovering hidden insights. Natural language processing is closely related to computer vision. It blends rule-based models for human language or computational linguistics with other models, including deep learning, machine learning, and statistical models. You can find the answers to these questions in the benefits of NLP. By capturing the unique complexity of unstructured language data, AI and natural language understanding technologies empower NLP systems to understand the context, meaning and relationships present in any text.</p>
</p>
<p><p>NLP can be used to interpret the description of clinical trials and check unstructured doctors’ notes and pathology reports, to recognize individuals who would be eligible to participate in a given clinical trial. It also includes libraries for implementing capabilities such as semantic reasoning, the ability to reach logical conclusions based on facts extracted from text. Social media monitoring uses NLP to filter the overwhelming number of comments and queries that companies might receive under a given post, or even across all social channels. These monitoring tools leverage the previously discussed sentiment analysis and spot emotions like irritation, frustration, happiness, or satisfaction.</p>
</p>
<p><p>Deep learning models that have been trained on a large dataset to accomplish certain NLP tasks are known as pre-trained models (PTMs) for NLP. When PTMs are trained on a large corpus, they can acquire universal language representations, which can help with downstream NLP tasks and prevent having to train a new model from scratch. The Unigram model is a foundational <a href="https://www.metadialog.com/blog/examples-of-nlp/">examples of nlp</a> concept in Natural Language Processing (NLP) that is crucial in various linguistic and computational tasks. It&#8217;s a type of probabilistic language model used to predict the likelihood of a sequence of words occurring in a text. The model operates on the principle of simplification, where each word in a sequence is considered independently of its adjacent words.</p>
</p>
<p><p>The tools will notify you of any patterns and trends, for example, a glowing review, which would be a positive sentiment that can be used as a customer testimonial. Owners of larger social media accounts know how easy it is to be bombarded with hundreds of comments on a single post. It can be hard to understand the consensus and overall reaction to your posts without spending hours analyzing the comment section one by one.</p>
</p>
<p><p>Bidirectional context analysis is at the heart of XLNet, just as it is in BERT. This implies it considers both the words preceding and after the token being analysed in order to guess what it might be. XLNet goes beyond that and calculates  the log-likelihood of a sequence of words concerning its possible permutations. XLNet is a pre-trained generalised autoregressive model that combines the greatest features of Transformer-XL and BERT. XLNet makes use of Transformer-autoregressive XL&#8217;s language model and BERT&#8217;s autoencoding.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="306px" alt="examples of nlp"/></p>
<p><p>However, this great opportunity brings forth critical dilemmas surrounding intellectual property, authenticity, regulation, AI accessibility, and the role of humans in work that could be automated by AI agents. Stemming reduces words to their root or base form, eliminating variations caused by inflections. For example, the words &#8220;walking&#8221; and &#8220;walked&#8221; share the root &#8220;walk.&#8221; In our example, the stemmed form of &#8220;walking&#8221; would be &#8220;walk.&#8221;</p>
</p>
<p><p>NLP has advanced so much in recent times that AI can write its own movie scripts, create poetry, summarize text and answer questions for you from a piece of text. This article will help you understand the basic and advanced NLP concepts and show you how to implement using the most advanced and popular NLP libraries – spaCy, Gensim, Huggingface and NLTK. In NLP, such statistical methods can be applied to solve problems such as spam detection or finding bugs in software code. By using Towards AI, you agree to our Privacy Policy, including our cookie policy.</p>
</p>
<p><p>Organizing and analyzing this data manually is inefficient, subjective, and often impossible due to the volume. The tokens or ids of probable successive words will be stored in predictions. For language translation, we shall use sequence to sequence models. You can notice that in the extractive method, the sentences of the summary are all taken from the original text. The above code iterates through every token and stored the tokens that are NOUN,PROPER NOUN, VERB, ADJECTIVE in keywords_list. The summary obtained from this method will contain the key-sentences of the original text corpus.</p></p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/why-the-explosion-of-llm-usage-will-drive-an/feed/</wfw:commentRss>
			<slash:comments>2</slash:comments>
		
		
			</item>
		<item>
		<title>Hello world!</title>
		<link>https://www.ideyalab.com/hello-world/</link>
					<comments>https://www.ideyalab.com/hello-world/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Mon, 14 Oct 2024 16:05:50 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<guid isPermaLink="false">https://www.ideyalab.com/?p=1</guid>

					<description><![CDATA[Welcome to WordPress. This is your first post. Edit or delete it, then start writing!]]></description>
										<content:encoded><![CDATA[
<p>Welcome to WordPress. This is your first post. Edit or delete it, then start writing!</p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/hello-world/feed/</wfw:commentRss>
			<slash:comments>7</slash:comments>
		
		
			</item>
		<item>
		<title>ChatGPT 5: What to Expect and What We Know So Far</title>
		<link>https://www.ideyalab.com/chatgpt-5-what-to-expect-and-what-we-know-so-far-5/</link>
					<comments>https://www.ideyalab.com/chatgpt-5-what-to-expect-and-what-we-know-so-far-5/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Mon, 09 Sep 2024 13:13:18 +0000</pubDate>
				<category><![CDATA[AI News]]></category>
		<guid isPermaLink="false">https://www.ideyalab.com/?p=7103</guid>

					<description><![CDATA[GPT-5 might arrive this summer as a materially better update to ChatGPT By Kylie Robison, a senior AI reporter working with The Verge&#8217;s policy and tech teams. Improved ability to solve programming challenges is also welcome, but Project Strawberry’s scope is way beyond just being better at math. One thing we might see with GPT-5, [&#8230;]]]></description>
										<content:encoded><![CDATA[<p><h1>GPT-5 might arrive this summer as a materially better update to ChatGPT</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="302px" alt="when will chatgpt 5 be released"/></p>
<p><p>By Kylie Robison, a senior AI reporter working with The Verge&#8217;s policy and tech teams. Improved ability to solve programming challenges is also welcome, but Project Strawberry’s scope is way beyond just being better at math. One thing we might see with GPT-5, particularly in ChatGPT, is OpenAI following Google with Gemini and giving it internet access by default. This would remove the problem of data cutoff where it only has knowledge as up to date as its training ending date. Initial speculation hinted at a late 2023 launch for GPT-5, later revised to a summer release, which instead saw the arrival of GPT-4o, a substantial but not groundbreaking advancement as described by Murati. &#8220;I am excited about it being smarter,&#8221; said Altman in his interview with Fridman.</p>
</p>
<p><p>Stuff like the progress of OpenAI’s research, the availability of necessary resources, and the potential impact of the COVID-19 pandemic on the company’s operations. One of the most significant improvements expected with ChatGPT-5 is its enhanced ability to understand and maintain context over extended conversations. GPT-2 took a massive leap forward with 1.5 billion parameters, a tenfold increase over GPT-1. This version significantly improved the model’s ability to generate coherent and contextually relevant text, making it much more versatile and powerful. That means lesser reasoning abilities, more difficulties with complex topics, and other similar disadvantages.</p>
</p>
<p><p>The field of AI is very much alive and thriving, with ongoing research and development leading to continuous advancements. A key driver of this progress is the ever-increasing computational power available to AI systems. More powerful hardware and optimized architectures enable the training of larger and more sophisticated AI models, unlocking new capabilities and pushing the boundaries of what’s possible.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/4gIoSUNDX1BST0ZJTEUAAQEAAAIYAAAAAAQwAABtbnRyUkdCIFhZWiAAAAAAAAAAAAAAAABhY3NwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAA9tYAAQAAAADTLQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAlkZXNjAAAA8AAAAHRyWFlaAAABZAAAABRnWFlaAAABeAAAABRiWFlaAAABjAAAABRyVFJDAAABoAAAAChnVFJDAAABoAAAAChiVFJDAAABoAAAACh3dHB0AAAByAAAABRjcHJ0AAAB3AAAADxtbHVjAAAAAAAAAAEAAAAMZW5VUwAAAFgAAAAcAHMAUgBHAEIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFhZWiAAAAAAAABvogAAOPUAAAOQWFlaIAAAAAAAAGKZAAC3hQAAGNpYWVogAAAAAAAAJKAAAA+EAAC2z3BhcmEAAAAAAAQAAAACZmYAAPKnAAANWQAAE9AAAApbAAAAAAAAAABYWVogAAAAAAAA9tYAAQAAAADTLW1sdWMAAAAAAAAAAQAAAAxlblVTAAAAIAAAABwARwBvAG8AZwBsAGUAIABJAG4AYwAuACAAMgAwADEANv/bAEMAAwICAgICAwICAgMDAwMEBgQEBAQECAYGBQYJCAoKCQgJCQoMDwwKCw4LCQkNEQ0ODxAQERAKDBITEhATDxAQEP/bAEMBAwMDBAMECAQECBALCQsQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEBAQEP/AABEIAQ8BaQMBIgACEQEDEQH/xAAdAAEAAQQDAQAAAAAAAAAAAAAAAwECBAcFBggJ/8QARhAAAgEDAgQCBQkEBwcFAAAAAAECAwQFBhEHEiExE1EIIjJBcRQYV2GBkZWh1BUjJDM2QlJicrHBFnWCsrPR8CVDVHTh/8QAHQEBAAIDAQEBAQAAAAAAAAAAAAECAwQFBgcICf/EADURAQACAQIEBAQDBgcAAAAAAAABAhEDBAUSITEGE0FRFCJxkQcyQhVSYYGx8CMzNGJyssH/2gAMAwEAAhEDEQA/APlUAAAAAAAAAAAAAAACWl/Nj8T7z8NOnDjTD90cJZSb+pUIHwYpfzY/E+4tLUGR0n6PVPVGJpKpeYfR0b6gnFtOpTslKO/1bpN+e23mfAvx40b7jR4fpU72vaP+j1Phi0Vtq2n0hsin+8i5Jr2uvXqvj5d0WyfVLfmbW6269PsPKGfvNZ4n0fK3EWrx4ys8xqbh7fZqtjLyvCE61zOyhWVWwdPknb+A5PmjBOLi0ml3OxY3j/xEw+HzWntR6f09HUOHlp+jayp3l5dUbmjkYVnTTpql41a4grebcYR9bfo+nX4vqfh7v9Sk6mz1I1OW1qzGJrjlmInHNEZjM+mXoZ4pp0n/ABK4iYiY+kvR7hPfkfde73jaT9Vvons35M8z6I48cU+IeveGVOxxeHxWKzNLOU85Yz8ZVHcWFeVOpODdPeO0VGUOfZJykpcu3WTiBrDVuc4q8QcG9Z6rweK0FgcZd2VtpmlTq1a9S5VWVW6qwkv31OlyJSg2o7eTNengHfae8+C3N61tyTecfNj5/LiMVzmZt7enVa/E9Pl5tOuXpPbaSht1abSb8hsl3j37de/wPH2ouIPEHWepcnbaO1VxFyFSroPB5TBU9NWkadvWvrqjXfjXVB80acajVJuLk0lzLfojsercVxLhxH4RYDNcS9YYu51xC9hqC0xWQVGhb3FvjZVXGgow9T95Hr336m3r+ALbSa03G5pW1q2tjFubFaTeemc9on07sdeIc0c9aPTqlFtrlfSPN16LbZv/ACTKpucHVT9Ve/z+Hmam472vESrj9KYjh/k8j4rvqksjRs85Rxl7dUIWs+VQrVE+aTquEnsm9oSex1vUXFvJ0PRYpcQdEZrLUruvGhZ08jmKkLm7tJSu421xVqy25Z+HN1Npdmop7denG2/hbV3220Nzt9Ss+bqRp465rMzMZnrM9cTPbs2dTe1peacvo350a3cklvtu3st/j2K8r9bp7Hfb3GgdUaqzPAStc4yw4m1ddZLL18ZjsVgM/fQldWlzc13SV1UuIfvFbNRfqKn0lDZNb9ONuvSJ4rvOWXDuz0Zpl6tpZHN4rJeLlLlWNOpY29vXjOnKNN1HGauNuWUU1JbN+9bk+AuI60zbZ2rfT64tPydozM4vicR74xPpMsUcTpXpfpP3/o9Ht8q3b2369SvLJNp9Gnt16f59zyNnfSh15keHOYyua0rZ4elk+H71niJYfM3ELhUqd1QoSp1KjhFQm3WTThvsls292duyPpJ6zwmsqtpdaMxEtJWOvKWhbi8hfVv2hOtUoQqwrKm4+FslU6+vu9+3vM0/hzxuK4rWs2+bMc1f04z1z1nMxGD9q7eOv/kvRfXfZdfgGpRT26pd2uq+/wC3/wA2PP8Awy9IHX2s9W6Nx+f0XhMZide4zKZbEV7a/q1rqnQtZRjBVYyhGHM3Lf1G/J7HCa/1NrPHcS9Q5vMcQ8/Z6WxmTx9nj73TN1b3thh5tU1Wt8rZbqpzTlOXVtuMZqWyS64dv4F3197Ow3V66d4pzx1znrNYiJjMZm0T0znp0z0TPEqTWLRGYemuZ7brqu/Tqyu777o0HW9I3U9jqqtkbvSGNWh/9pMjpanVoXs55SN3ZwquVSdFx8JUnKlKKjzc0YyjKXc6rkfS04g4DALL6h0HgoXGc0xaau09TscpVqU5WVa4o0nRu5OK5Km1xCXNDeHRp9S2n+HnHNWcadKz2/VXvPp37xjrHpHWURxTSiOvT+UvUu/M+Vd0t2hJ7x2Nb8IOIup9aZDWOntZ6exeOyukMtSx83jrmpXt6sKlCNaEoyqxjLdKWz9VdV077GyJrZHmN5w7V4XvJ2mv+avXpMTHWImOsZjtMS2qaldWnNXt1fBLiH/T3UX+9bv/AK0jrj7nY+If9PdRf71u/wDrSOuPuf0N2n+m0/8AjX+kPlut/mW+oADOxgAAAAAAAAAAAAAAAAAAAAAAAAAAAACWl/Nj8T7y8OaVKvw20xRr0o1Kc8JZRlGcU4yTt4ppp9002vtPg1RlGNSDn2Uk2fW/Q/p0eivh9E6fxOR4pKjd2WMtbevT/YuRlyVIUYxlHdW7T2afVPY+H/jfwfiPFtrs44bo31bVtaZ5KzaYzFcT0ifZ6Tw5uNLRveNW0RmPVt2w9H/g5jKOStbPQmPp0crZ1sfc026ko/Jav8yjBOTVKEvfGnyrovJGdmODnDTUNW8q5XSltXq30bJV6viVIVH8kUlbuMoyTg4KpNJxafrPfc1d8/n0S/pZX4Hkv04+f16Jf0sr8DyX6c+Ffsjx1NvMnb7nm9+TU9cZ/T/CPtD01tfh964m9fu2djODHDLDRwbxOk7e1enLyvfYyVKtVjK3rVpc1VqXNvJTk23GW8X5E2suEXDjiDkKOU1bpe3vr2jRdsrlVKlKrKjvv4U505RdSG/9STcer6dTVfz+fRL+llfgeS/Tj5/Pol/SyvwPJfpyk8C8azrRuPhdzF4zieTUziZmZjt7zlb4jh8RMRevX+LdGE0VpPTOTqZbAYK0sburZW2NlUoQ5drW35vBpJdoxhzy2SS7/UtpclpPT+XzmG1LksVSr5LTsq08ZcSb5rZ1qTpVHFb7PmhJrqn33XXqaS+fz6Jf0sr8DyX6cfP69Ev6WV+B5L9OatvC/jC+p51tnuJvia5nT1JnExiY/L7TMfRPxmzxy+ZXH1bi1jw+0fxAsLfHatwUMhRtanjUG6k6dSlPlceaFSDU4txlJPZ9U2nuTR0RpCnpGGg1p6xenoWvyJYyVFO38DvyOD6Nb9evVt79+ppf5/Xol/SyvwPJfpx8/n0S/pZX4Hkv05avhnxfXSroRs9xFazmIimp0n3iMYj+WJPjNnM58yv3bGs+A3CPH4fJYG20TZzssuqKvVWnVrVKvhPmpb1Jyc1yNbx2kuV7tbbmbg+EPDbTrxcsPpK1t5Yad1UspqU5zpzuYxjXk5Sk3OU1CKbk2+iNWfP59Ev6WV+B5L9OPn8+iX9LK/A8l+nNq/BvHOpE1tt9zMT/ALdX2x7e3RXz+Hfv1+7ZVxwQ4UXGMpYSvoyznZUMNLTtOi5VNoY6VWNV269bfl54Rl59O5nVOF3D6pzV6mmbWpP9t09TbynPd5OEIQhcb83tJQgku3Tt1e+p/n8+iX9LK/A8l+nHz+vRL+llfgeS/TmOvAvG9JiY225zGf0anr1n09cRn6I87h379fv/AH7uS4cejNa6H4lR4jVb/G0nYWl7aWlpi8fO1pN3NROdSop1qi51y7KFOMId3y7tt95z3BDhVqXUU9UZvRlnd5KrUpVa1WUqkYXE6aXhzq04yUKso7LZzi2ttzWnz+vRL+llfgeS/Tj5/Xol/SyvwPJfpza3XDfHW83PxeptdeL8vLmunevy5zjpEZjPUpr7CleXzK/dtOHCLhvT1bW1wtJ2jzdepUrTuJOcourUi41KnhuXhqpKLalNR5mm92zjbX0feDVlZ5HH22gsfG3ylOFG6g3UknShUVWNKG8m6dNTipckOWPRdDX3z+vRL+llfgeS/Tj5/Pol/SyvwPJfpzXrwXxzWIiNvuekRH5NT07enpPWPaU+fw6e96/du/FaW0/gcnmc1iMbTtr3P14XOSrQb3uakYKMZS3ey2jFLpsuhyc99up59+f16Jf0sr8DyX6cr8/n0S2mlxYX4Hkv05qz4Q8U6+tF9XY60zOImZ079sRXvMekQtO92dKYrqV+75J8Q/6e6i/3rd/9WR1x9znNaZCzyurs1ksfV8W2u7+vWoz5XHmhKo2ns9mt013ODZ+7NrWa7bTie/LH9IfNdSea9pj3AAZlAAAAAAAAAAAAAAAAAAAAAAAAAAAAABXm8yrm35loJ5piMQK87HOygIFedjnZQAV52OdlABXnY52UAFedjnZQAV52OdlABXnY52UAFedjnZQAV52VU2vMtBMTMTmBVy679SgBHcAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFYvaSZv3hDwP0txE4f19c3d7kqFrpKrlKurnRdOXg2dOzjVx86e66Sr3HPb7derg0m+jDQIPZtz6JvBzF57R/DzKa7UdTX2X0vZZL5LmratK8hkp0Fcwt7bwuei6Ua8HTqTnKNRRlKUY8yR1zB8FuCeqcfqR6cttVftJ3WRtMXj7rMWsLyFOztqcvFhSqUIQyMqlZVXOjSqQnRgo7KcurDyqD2Dpb0eeElDD4LOZrFZu8vMdc6auszYVc5bqrf2+UqwhyujToT+SpSqU5R3q1JTgpKUacnvDtGI0FobHY/V+T0vp2FjY0qnFLHWtjcxtrmpS+R4ODp/xCpQqNc7lKMJPaCa23knOQeFgemuNno+cKuG3Dq8r2WvKH+1+Do4mrO1q5WlXllld0VKsqdnGjGVo6TlFxlKrU8SmpS6M8ygAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABWL2e77e85fGatz+IwuV07jsve2+MzkaMMlaUq7jSu1SqKpTVSK6S5ZrmW/ZnDgDvy458UoYvFYilrfM07fB1LarjowupJ20rZxds4vv+6cU6a32h128jHxHGbiVgMTfYPC6zy1nY5KdWrc0YV91OpVio1ZJtbwc47qTjs5LpLddDpIA79e8d+LV/gaGlrjX2bliLdW0YWbu24NW0oyt9/fJ0+SPI37Oy22Icjxs4o5etc18lrjMVp3vy13C+UuMarvKEaF05RWy/e0oRhP+0ktzo4A7jm+LnEPUmmaWjs7q7KX+It1SVK2uLhzjBUoctKO/eUYRbjGMm1FN7JbnTgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAFVFyeyW7AoAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABNZvatv5IhJrT+b9gEU/bl8ShWfty+JQAAAAAAAAAAALpRSW6LSUtpUpVqipQW7e/wCQFgKyTUnF+7oUAAF8PZAsCTfYnhT5n26E1Olyt7LcKzaIYfLLyHLLyOSjTi162yZd4a/sL7iYjKk6tYcXyy8hyy8jlPD/ALi+4eH/AHF9xblV8+riuV+QOTlFbP1V9xBVhtH2UUXjUywwS8u3dEbi++wXicqAAJAAAAAAAAAAAAAAAAAAAAAAmtP5v2EJLbTjTq80+2wEc/bl8ShWT3k35soAAAAAAAAAKqDa33KEkPZQFSXHdLuMvJS/5WRFtOrOjPnhtv1XX61sBSr/ADJPzbLQ25Nt+8AC+HslsUn3JqUIt8vuAmpRag5eS3OVx2By2R53jcdc3fhvlm6NGUlF/W0tjjYL1JL6mbk4WaZhqiysMbcVq1CwoZC/vb+rCpKKjQp0bVzk/N7bqK85fWWrGZw5+8142+nN57Q6BS0VqiS2ensjv9VtN/6E0NIagUkpYLIrz/hZ/wDY2bVwmm8lnburY0K9lirafrTnWcuWO75YKT9qT7L7zl9K6Hpaova6x1hWjSpR8TlncTntFd116Nm1p6Hmfleb3fH9HbaU6t+0NQvRufSUv2DkOV+/5NP/ALEdfR2epyTeFvkmv/jT6eXuPRF7w+oSoq3pWdSEX7LjU8N+73pdTCyWhqeMx1TIVqNeo01Up0/Hl1oRbUvW89zL8HdytLxdt9Wa19Zeequj9RR3X7Evvj8mqbf8px1/g8pjoKpksfc21NvljOrQnCMn5JtJbm6L7E4azuLa88S9usXdyjy/xc4OnJLeVGXXpJefkzE4nacpacxWYeJvLi6wuSsra9sZVajnFwdxBcvrdpRbkn7+i37mpakRD0u04vG4vFMdZaMuKaUm4voY8vZZm1lzJ7+7dIw2u6ML0GnOY6ogXSil2LQyAAAAujFNdS19GwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAk32RJFbR2ZbT95eAIn3JSJ9wBWPtIoVj7SAk6EtKMk92iJLdoy6UG0o7hS84Sx6bbI21w/1HPE6EydpSi3O+uK1JyX9WO1s39+35Gp6cZNp7dmjYek7KtW0neSg0vk9xVcunfdUf+zL0icuRxGInStlz/wArnQxeMsaUuT5QpXdRv+1KThH7or8z0BwG+S0cZdxq03OpceHSg17mzzndNxtMPcNNwlbeHuvdKE5cy+KTT/4l5noXgRXdS2grZxdVV6coKXZvsvzOhtvV8m8bV5OHWmG08jb462qzrRoKVOjTcd9um69p/f2Oiaw1DiKuIdgqUFVqRcVLbd7fB9DYuqbXU13aXPPQoxjSXr+DGK2a379frND562taUqtScqTlbwnJU5bzT2W+7afTf6zam2O7554e21dzqxeZ6w1fX5ufNYGcZV4ypVKsIx/9qpSfNGf2w518ZvyRianz8r7hU8bX25rWrUUOZes1Ktbt9fijEx9xVq5q/wAlJScKFtc1ZuD6LmhKEev+OcF9phahtbmGhpXlacmrmpUj1XvVSg3u/M5V+0vvvDtKKalM/wB9Grqr3fbbqY00lvujLqwfN379THqU3L3mu9hpdmLNNroWNNdyaUeV7EU/aDYhQABKVdijS2ZVdij7P4ARgAAAAAAAAAAAAAAAAAAAAAAAAAAVit3syhdGLUt2gLlFLsVAAET7kpE+4Augt2WmdjbT5XVdPbpt38iY6zhW1uWMyshTjtzddzKoU3J7o7Bj9JK42Tk1t+Z2nFcPIVWpb9PgZY0ZtOIc3dcS0dKMTLpFvZzfdG2uElxbUq9fTOTpw+RZ2VezdSUd/CquNJ05/DeO3/Ebt4NehhkdeUqWVzmTx2DxNbZxr3VSPjTXnThv1X+LZG8Mj6F+gcba2+M09e6ZrQt+Z1b7LZG4lXuJN93GjUhTh2XSMX7urM/kTXrl5zecT86k0rHd4qnpfNWFS50xlrGrRlCq6ltUnFqNGtvs/W29mSUftjHyO7cM8ze6ZvfAurCvb06Mo0q9SW6VN917tl9vc9AZH0SsMqu885oF7zUpN319182/4gxaXom4OrUfJqrREpN7JRu75vv0S/fmTSny3B32z+P286WpGc/wy6tk9XX7m/37kpyl63MpJx6vffzNMaw1Fkc5TnRxlCpFzjtUUYNSqbe9Lbzfc9aXnoU5pW8aUa+JaqqLjyxyTXx/nHWdU+iDaYjkt8/mtJWdae3gxup3dOUo/wB1Trp7GTU1M1y5/CPDccPv5vK8jW+EzFCFPT+Ptazurqpvf1acHLZLrGiumzfXml9aXkS8Wbilj7C30HaQh/6HbfxlSPVVLupUpuok/KKUEn7235HqS39FbSMeWT1Zw8k00+Z317GUX9X8VtudhxnoocKbmvWts9m9CXFpdR5Z1LPJXdK4pPvzwnKtODe/ulCS+Hc0bTmMPW6epbR1Itar5tXFpJNOPkjDqUpx7Hu3id6EWCwtrPJaA15gs1Sgm3bXF5SpXSXuXSXJN/4dvgjytn9ASxt7Vs7mPh16EnGcOm6f2dDFyu3ocTpPS0YavqRqcxFOLXfuduvtNqg3JPudfyVn8mlGK6p+8iYw6ujr11Y+Vx4DWzaBDYSrsUfZ/AquwAiBfPsWAAAAAAAAAAAAAAAAAAAAAAAAAVUG1vuSFIeyioAAAEt3sRyWz2JYe0iOp7TAtOXwFSlSuJ+JUjBbd29kcQXbNe4ZxKl689eXLZ2LzONotKreUI/W6kV/qdwxWqcDT2581YQX965pr/Nmg1Noc78kbGnuJpDka3AtLWn57y9Gzz2klKpWWqrfnlLn2jkKaW779OY468zGnq8JOnqu2+DyEP8ASRoPf+8OeS7bfci07qZ6TDBpeHtDTnMXmW1b+8xDg5LPwn1/q3UZf6l2maWFv71U6+rKWPUZKTq1bmMdvrT3NTupNvf/AC6Fd9l03X3lfPx6NqeE1mvLW8x9HqK7r6RVBSlxnyFWUF0by9KX2JOb2+815q/J4a9rUnS1hWyUaUHFSurmE5Re+/q+s1t9xqBT29yfxK+I32Sj8ET5+YxKm34LGlOba02+sQ7tRusO1zTylOPL3XN/+nKQyeAtqUKn7VhJt7NRqbP/ADNZuTb32/Icz8vyNfmlu22GnfvLaFXUmn6keVX89/8A7DRjXGsbSUI06VVKFOLhDrv09/X37muOZ+X5FFNoc0sccM0Ydrv9RUans1HLc6/kL1XEklv06mHKXMUIzlt6WhTSjoAAMyVdgF2AFJLmWxG1s9iUo4pvdgRgPo9gAAAAAAAAAAAAAAAAAAAAbN9kC6n7wLo+yioAAAuUG1vuFZIp8y6Miqe0zJS36GNUXrMJicrRu/MAJBu/MABu/MbvzAAbvzG782AAG78wAG78xu/MABu/MAAAAAAKx7gSbNdwXuLezXkWPo9gjMAACUT7v4gucG3v0KOLXVgUAAAAAAAAAAAAAAAAAAF/IvNlVFR7F8YvdbokVLm92wVm0QhBP8n+JJG23kvV/ImIyjzIY0Yp77ksYLlXcy6dquvqfkTwsoyXZfDYnlYb60ROHH+HKPVmJU9p/E7HQsoNczSkt+vTc69cw5Ksovo1Jpry6i1eWcLaWpF7THsiABVnAAAAAAAAAAAAAAAAAAAKw7lC6mt2+vZMEstU20miNwW73OZlYONKMnHl2it+m3XYxpW0UnvFBreZEThxsopLdFpnTt012RZ8niu6DJXUjDEKNJ9GZDt+rLJ0mlvHqF+ZDyLzZY+j2JuSS7xZDLu/iExOQABIAAAAAAAAAABWPtIoVj7SAzYQfMuqJ6VPvzEcPaRPT95Md2pa04SQpx5TIhTjzLoQw9kyKXXqXiMMFuiSEI77bdzJo0Fv7iCC67+Rk05uK3WxLWvPzO3YjC4GmlO/ytGUv7MJJrd+ZqfLcjyV1KlLeDr1HH4cz2OwKheQe6lut+zR1q561JNrZuT3SIv16y3tt3mUIAMbdAAAAAAAAAAAAAAAAAAALqb2lvv95aVj3BLcdWvozIWNuq9zCjV8GClKC677HU8xRsbWbhj7+FxTk9u3XY4KnSn4cZJtc0U9kS03KmtlN9e+4c+8ZsulCC67EU1Dfsy+dTZddiCpU3fTYLVrGEcl1aRG4tdWSN92RTm9uy7hliZ7I59/sMSfty+LMic3v2XYx5dZN/WGaqgAC4AAAAAAAAAABWPdFABnqpFf1o/eXwqrr66+843d+bKxnKPvYYvKhy8aseVfvF95kwk0++yOB8WX/jKc7+v7y1Z91baES7JGez9v8zIVWCX8xfedT5/j945/rl95fzMdFPhaz1mXcfllNbc1aMVv3cjqNy06smnvvJ/5lniS8395RvcrMxML6Oj5MYhQAFGcAAAAAAAAAAAAAAAAAAAug0my0A7uYhdQVOC8VdI+ZY7pbv8AeL7zit2uzG782GLyYclO5i17aZZ8oj/aRgpv3tjmQWjTiGS7jdtc35ls6ia6T/Mx2AtiEvMn3l+ZE+7ACQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAB//9k=" width="300px" alt="when will chatgpt 5 be released"/></p>
<p><p>There  are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data. With enhanced capabilities, ChatGPT 5 could be a valuable tool for writers, helping generate high-quality articles, scripts, and creative content with ease. However, based on the company’s past release schedule, we can make an educated guess.</p>
</p>
<p><p>As we await official announcements from OpenAI, it’s clear that the future of conversational AI holds great promise. ChatGPT 5 could revolutionize various industries, offering new possibilities that were once thought to be science fiction. The excitement around ChatGPT 5 is palpable, and while many details remain unknown, the potential advancements are thrilling. In healthcare, ChatGPT 5 will definitely improve patient interactions, provide accurate medical information, assist with research, and streamline documentation processes.</p>
</p>
<p><h2>OpenAI reveals new details about ChatGPT 5 development and its future business structure</h2>
</p>
<p><p>These developments might lead to launch delays for future updates or even price increases for the Plus tier. We’re only speculating at this time, as we’re in new territory with generative AI. AGI is best explained as chatbots like ChatGPT becoming indistinguishable from humans. AGI would allow these chatbots to understand any concept and task as a human would.</p>
</p>
<p><p>ChatGPT- though came last year in November, took the world by storm as it had the power to automate tons of tasks and make things easy for us. Sam Altman has squashed rumors that OpenAI is already working on ChatGPT-5, just a month after the company’s release of its GPT-4. Currently, there is no GPT-5 in training, Altman said while speaking virtually at an event at the Massachusetts Institute of Technology. Sam Altman, the CEO of OpenAI, addressed the GPT-5 release in a mid-April discussion on the threats that AI brings. The exec spoke at MIT during an event, where the topic of a recent open letter came up.</p>
</p>
<p><p>By carefully navigating this exciting frontier, we can unlock the transformative power of AI while safeguarding the well-being of society. One of the most intriguing aspects of OpenAI’s release is the mention of reaching “Level Two” in AI development. This term suggests that the new model may possess reasoning abilities on par with humans, representing a significant milestone in AI research. Achieving this level of reasoning could have far-reaching implications across various fields, from automated customer service to complex decision-making processes.</p>
</p>
<p><p>Graham has an honors degree in Computer Science and spends his spare time podcasting and blogging. Another anticipated feature is the AI’s improved learning and adaptation capabilities. ChatGPT-5 will be better at learning from user interactions and fine-tuning its responses over time to become more accurate and relevant. Efficiency improvements in ChatGPT-5 will likely result in faster response times and the ability to handle more simultaneous interactions.</p>
</p>
<p><p>This pre-training allowed the model to understand and generate text with surprising fluency. In this article, we’ll analyze these clues to estimate when ChatGPT-5 will be released. We’ll also discuss just how much more powerful the new AI tool will be compared to previous versions.</p>
</p>
<p><h2>ChatGPT-5 Everything we know so far</h2>
</p>
<p><p>Its release in November 2022 sparked a tornado of chatter about the capabilities of AI to supercharge workflows. In doing so, it also fanned concerns about the technology taking away humans&#8217; jobs — or being a danger to mankind in the long run. You can foun additiona information about <a href="https://www.techwhoop.com/customer-service-automation-for-enterprises/">ai customer service</a> and artificial intelligence and NLP. These are artificial neural networks, a type of AI designed to mimic the human brain. They can generate general purpose text, for chatbots, and perform language processing tasks such as classifying concepts, analysing data and translating text. The steady march of AI innovation means that OpenAI hasn’t stopped with GPT-4.</p>
</p>
<p><p>In his interview at the 2024 Aspen Ideas Festival, Altman noted that there were about eight months between when OpenAI finished training ChatGPT-4 and when they released the model. Over a year has passed since ChatGPT first blew us away with its impressive natural language capabilities. A lot has changed since then, with Microsoft investing a staggering $10 billion in ChatGPT’s creator OpenAI and competitors like Google’s Gemini threatening to take the top spot.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="304px" alt="when will chatgpt 5 be released"/></p>
<p><p>According to reports from Business Insider, GPT-5 is expected to be a major leap from GPT-4 and was described as &#8220;materially better&#8221; by early testers. The new LLM will offer improvements that have reportedly impressed testers and enterprise customers, including CEOs who&#8217;ve been demoed GPT bots tailored to their companies and powered by GPT-5. Murati elaborated that current systems like GPT-3 demonstrate intelligence comparable to that of a toddler, while GPT-4 performs at the level of a clever high school student. GPT-5, in development, aims for a Ph.D.-level intelligence tailored for specialized tasks, with an expected completion time of a year and a half, possibly delaying its release until late 2025 or early 2026. The release date could be delayed depending on the duration of the safety testing process.</p>
</p>
<p><p>The report clarifies that the company does not have a set release date for the new model and is still training GPT-5. This includes “red teaming” the model, where it would be challenged in various ways to find issues before the tool is made available to the public. The safety testing has no specific timeframe for completion, so the process could potentially delay the release date. LLMs like those developed by OpenAI are trained on massive datasets scraped from the Internet and licensed <a href="https://chat.openai.com/">ChatGPT</a> from media companies, enabling them to respond to user prompts in a human-like manner. However, the quality of the information provided by the model can vary depending on the training data used, and also based on the model&#8217;s tendency to confabulate information. If GPT-5 can improve generalization (its ability to perform novel tasks) while also reducing what are commonly called &#8220;hallucinations&#8221; in the industry, it will likely represent a notable advancement for the firm.</p>
</p>
<p><p>So, consider this a strong rumor, but this is the first time we&#8217;ve seen a potential release date for GPT-5 from a reputable source. Also, we now know that GPT-5 is reportedly complete enough to undergo testing, which means its major training run is likely complete. Compared to its predecessor, GPT-5 will have more advanced reasoning capabilities, meaning it will be able to analyse more complex data sets and perform more sophisticated problem-solving. The reasoning will enable the AI system to take informed decisions by learning from new experiences.</p>
</p>
<ul>
<li>By keeping informed, they can adjust to the changing AI landscape and shift their strategies to make the most of the new opportunities that technologies like GPT-5 will bring.</li>
<li>As warned by WHO this year, AGI is not suitable for providing accurate diagnostic or health-related information.</li>
<li>The clarification highlights the crucial role of data in developing robust and effective AI systems, while also underscoring the importance of responsible data usage and user privacy.</li>
<li>While Altman did not provide a GPT-5 release timeframe, he did say that OpenAI has plenty of things to release in the coming months.</li>
<li>As AI models become more sophisticated in processing and analyzing personal data, safeguarding individual privacy becomes paramount.</li>
</ul>
<p><p>The report from Business Insider suggests they&#8217;ve moved beyond training and on to &#8220;red teaming&#8221;, especially if they are offering demos to third-party companies. For a company with “open” in its name, OpenAI is almost as tight lipped as Apple when it comes to new products —&nbsp;dropping them on X out of nowhere when they feel the time is right. OpenAI has faced significant controversy over safety concerns this year, but appears to be doubling down on its commitment to improve safety and transparency.</p>
</p>
<p><h2>ChatGPT-5 rumors: Release date, features, price, and more</h2>
</p>
<p><p>OpenAI started rolling out the GPT-4o Voice Mode it unveiled in May to select ChatGPT Plus users. The voice upgrade will be released to more ChatGPT users in the coming months. But OpenAI might be preparing an even bigger update for ChatGPT, a new foundation model that might be known as GPT-5. That’s assuming OpenAI is ready to move on from the GPT-4 naming scheme it’s been using in the past two years. OpenAI is reportedly training the model and will conduct red-team testing to identify and correct potential issues before its public release.</p>
</p>
<p><p>When configured in a specific way, GPT models can power conversational chatbot applications like ChatGPT. One CEO who recently saw a version of GPT-5 described it as &#8220;really good&#8221; and &#8220;materially better,&#8221; with OpenAI demonstrating the new model using use cases and data unique to his company. The CEO also hinted at other unreleased capabilities of the model, such as the ability to launch AI agents being developed by OpenAI to perform tasks automatically.</p>
</p>
<div style='border: black dashed 1px;padding: 11px;'>
<h3>OpenAI reportedly plans to release GPT-5 this summer &#8211; Evening Standard</h3>
<p>OpenAI reportedly plans to release GPT-5 this summer.</p>
<p>Posted: Tue, 26 Mar 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMinAFBVV95cUxQdUF3REtQY29jR19JUHVfWFdkZi1FZ1FYZ0FpOU9pdEtZaVVfR283ODRsNVR2T19sc1MxRS1Ea2gwcUFCUGNPTUpNNFkycUtxTUxSckphVlpxNmZXYzFhWGkyNk5mYUtpOW5QLVJmVFNNMXBZbnJiM01TX3NHSnFocVQ1MkowMFdXYkdpWllUbnNRTTdLbE96OVY0STQ?oc=5' rel="nofollow">source</a>]</p>
</div>
<p><p>The race for AI supremacy is intensifying on a global scale, with countries and companies vying for technological leadership. China, in particular, has made significant strides in AI development, with some Chinese AI models claiming to surpass their Western counterparts. However, verifying the capabilities and performance of these models remains a challenge due to limited transparency and access. The integration of AI with robotics is another exciting frontier that holds immense potential. Advanced AI models are being incorporated into robotic systems, allowing them to perform complex tasks, navigate dynamic environments, and interact with humans more naturally.</p>
</p>
<p><h2>The Future of AI: Continuous Improvement and Progress Towards AGI</h2>
</p>
<p><p>Even though OpenAI released GPT-4 mere months after ChatGPT, we know that it took over two years to train, develop, and test. If GPT-5 follows a similar schedule, we may have to wait until late 2024 or early 2025. OpenAI has reportedly demoed early versions of GPT-5 to select enterprise users, indicating a mid-2024 release date for the new language model. The testers <a href="https://www.metadialog.com/blog/gpt-5-release-date-what-to-expect-from-openai-next-chatbot/">when will chatgpt 5 be released</a> reportedly found that ChatGPT-5 delivered higher-quality responses than its predecessor. However, the model is still in its training stage and will have to undergo safety testing before it can reach end-users. OpenAI has introduced a new classification system for tracking the progress of its AI models towards achieving artificial general intelligence (AGI).</p>
</p>
<p><p>The goal is to create an AI that can not only tackle complex problems but also explain its reasoning in a way that is clear and understandable. This could significantly improve how we work alongside AI, making it a more effective tool for solving a wide range of problems. The potential applications of Neuralink technology are vast and transformative.</p>
</p>
<p><p>OpenAI has released new details about its leadership and those who will oversee the development and release of ChatGPT 5. Last month it was revealed that full training of GPT-5 is already underway, thanks to tweets by Greg Brockman, OpenAI’s president and co-founder, and Jason Wei, a top OpenAI researcher. This week OpenAI has confirmed that Sam Altman and Greg Brockman have been reinstated to continue leading OpenAI after an independent review by WilmerHale law firm. As well as confirming that OpenAI’s board has elected three new members, including Dr. Sue Desmond-Hellmann, Nicole Seligman, and Fidji Simo, bringing diverse experience from various sectors. Insiders at OpenAI have hinted that GPT-5 could be a transformative product, suggesting that we may soon witness breakthroughs that will significantly impact the AI industry.</p>
</p>
<p><h2>The road to GPT-5: Will there be a ChatGPT 5?</h2>
</p>
<p><p>Since then, Altman has spoken more candidly about OpenAI’s plans for ChatGPT-5 and the next generation language model. As we move towards this exciting future, it is essential to approach the development and deployment of advanced AI systems with caution and responsibility. In addition to these improvements, OpenAI is exploring the possibility of expanding the types of data that GPT-5 can process.</p>
</p>
<p><p>Moreover, the potential for continuous fine-tuning post-training suggests a future where AI models can continuously learn and adapt based on new data and interactions. This could lead to AI systems that evolve and improve over time, becoming more sophisticated and attuned to the needs and nuances of the tasks they are applied to. Beyond the development of AI models themselves, companies are also focusing on how they interact with the public and businesses through AI-powered interfaces and platforms. Efforts are being made to redesign these platforms to offer more user-friendly and intuitive experiences, making AI technologies more approachable and easier to integrate into everyday use. In the realm of business, AI is increasingly being recognized as an indispensable tool for driving innovation and staying competitive. These intelligent systems are designed to perform tasks that typically require human-like intelligence, such as complex problem-solving, pattern recognition, and decision-making.</p>
</p>
<p><p>As we move toward this future, addressing the challenges of privacy and bias will be essential to ensure that this advanced AI serves as a positive force in our lives. OpenAI, the company behind ChatGPT, hasn&#8217;t publicly announced a release date for GPT-5. But during interviews, Open AI CEO Sam Altman recently indicated that GPT-5 could launch quite soon.</p>
</p>
<p><p>It would also enhance telemedicine services and support healthcare professionals. ChatGPT-5 should offer better integration with other technologies and platforms. This could include seamless compatibility with Internet of Things (IoT) devices, integration with various enterprise software solutions, and more robust APIs for developers.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="303px" alt="when will chatgpt 5 be released"/></p>
<p><p>Altman and OpenAI have also been somewhat vague about what exactly ChatGPT-5 will be able to do. That’s probably because the model is still being trained and its exact capabilities are yet to be determined. The uncertainty of this process is likely why OpenAI has so far refused to commit to a <a href="https://play.google.com/store/apps/datasafety?id=pl.edu.pg.chatpg&amp;hl=cs&amp;gl=US">ChatGPT App</a> release date for GPT-5. For background and context, OpenAI&nbsp;published a blog post in May 2024 confirming that it was in the process of developing a successor to GPT-4. Nevertheless, various clues — including interviews with Open AI CEO Sam Altman — indicate that GPT-5 could launch quite soon.</p>
</p>
<p><p>Such integrations will expand the utility of ChatGPT-5 across different industries and applications. Yes, from smart home management to advanced data analysis in corporate environments. This continual learning process means the AI will grow more effective the more it is used, providing an ever-improving user experience.</p>
</p>
<p><p>But this upcoming launch has generated a buzz of excitement in the tech community, as it promises to transform the way large language models and businesses operate, reshaping strategies for managing data and privacy. GPT-3.5 was succeeded by GPT-4 in March 2023, which brought massive improvements to the chatbot, including the ability to input images as prompts and support third-party applications through plugins. But just months after GPT-4&#8217;s release, AI enthusiasts have been anticipating the release of the next version of the language model — GPT-5, with huge expectations about advancements to its intelligence. According to a new report from Business Insider, OpenAI is expected to release GPT-5, an improved version of the AI language model that powers ChatGPT, sometime in mid-2024—and likely during the summer.</p>
</p>
<p><p>Its most recent iteration, GPT Turbo, offers a faster and cost-effective way to use GPT-4. GPT-4 was billed as being much faster and more accurate in its responses than its previous model GPT-3. OpenAI later in 2023 released GPT-4 Turbo, part of an effort to cure an issue sometimes referred to as &#8220;laziness&#8221; because the model would sometimes refuse to answer prompts.</p>
</p>
<p><p>By incorporating personal data, AI will be able to offer interactions that feel more tailored and user-friendly, potentially making technology more approachable for a wider audience. Imagine an AI that can not only answer simple questions but also understand and tackle complex problems with nuanced and precise responses. For startups that rely on AI to perform essential tasks and make important decisions, this could be a game-changer. The ability to process intricate queries accurately will be invaluable, helping  these companies to make smarter, data-driven decisions.</p>
</p>
<p><p>One of the biggest changes we might see with GPT-5 over previous versions is a shift in focus from chatbot to agent. This would allow the AI model to assign tasks to sub-models or connect to different services and perform real-world actions on its own. Each new large language model from OpenAI is a significant improvement on the previous generation across reasoning, coding, knowledge and conversation. While acknowledging advancements, Murati emphasized that Ph.D.-level intelligence is task-specific, noting current AI systems’ human-level performance in some tasks but not all. Of course, the sources in the report could be mistaken, and GPT-5 could launch later for reasons aside from testing.</p>
</p>
<p><p>The potential changes to how we use AI in both professional and personal settings are immense, and they could redefine the role of artificial intelligence in our lives. This timing is strategic, allowing the team to avoid the distractions of the American election cycle and to dedicate the necessary time for training and implementing safety measures. OpenAI is also working on enhancing real-time voice interactions, aiming to create a more natural and seamless experience for users. One of the most exciting prospects for ChatGPT-5 is its potential to enhance reasoning and reliability.</p>
</p>
<p><p>The current AI landscape is dominated by models like GPT-4 and GPT-3.5, which excel in conversational interactions and are already prevalent in various applications such as customer service and content creation. However, OpenAI’s latest development, dubbed “Reasoners,” represents a significant leap forward. These Level 2 models aim to perform problem-solving tasks at a PhD level without relying on external tools, signifying a major advancement in AI capabilities. The ongoing development of GPT-5 by OpenAI is a testament to the organization’s commitment to advancing AI technology. With the promise of improved reasoning, reliability, and language understanding, as well as the exploration of new functionalities, GPT-5 is poised to make a significant mark on the field of AI. As we await its arrival, the evolution of artificial intelligence continues to be an exciting and dynamic journey.</p>
</p>
<div style='border: black solid 1px;padding: 11px;'>
<h3>ChatGPT-5 Release Date: OpenAI’s Latest Timing Details in Full &#8211; CCN.com</h3>
<p>ChatGPT-5 Release Date: OpenAI’s Latest Timing Details in Full.</p>
<p>Posted: Tue, 16 Jul 2024 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiiwFBVV95cUxOS0J4aThjam93bktBcE53cmRfOTN6dzBRN0ZrRlZPYm56aTVFVWV6OVpXaWhoeHI2VGhrbU9XbXFjRGg3UjJkUGVucnA2emphbHJFd09jalNHeFM5QlFDc3gzUGVSTWxmcVVEdWRJYXFiOXFITVZTUVkwVHoxUU5xaFpVc01veDN6RmZN?oc=5' rel="nofollow">source</a>]</p>
</div>
<p><p>OpenAI’s iterative deployment strategy ensures the safe and responsible implementation of advanced AI models. This approach involves gradual rollouts, continuous monitoring, and feedback loops to address emerging issues. The organization may also limit the release of these models to research organizations and specific industries to prevent misuse and ensure ethical deployment. However, the hyper-personalization of media also raises concerns about the fracturing of shared reality. When individuals are exposed to highly customized content bubbles, it can lead to fragmented perceptions of the world and a lack of common ground.</p></p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/chatgpt-5-what-to-expect-and-what-we-know-so-far-5/feed/</wfw:commentRss>
			<slash:comments>7</slash:comments>
		
		
			</item>
		<item>
		<title>15 SEO Best Practices:  Website Architecture</title>
		<link>https://www.ideyalab.com/15-seo-best-practices-website-architecture/</link>
					<comments>https://www.ideyalab.com/15-seo-best-practices-website-architecture/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Thu, 21 Nov 2019 04:46:58 +0000</pubDate>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[SEO]]></category>
		<category><![CDATA[business]]></category>
		<category><![CDATA[marketing]]></category>
		<guid isPermaLink="false">http://wpdemo.archiwp.com/onum/?p=1263</guid>

					<description><![CDATA[The basic premise of search engine reputation management is to use the following three strategies to accomplish the goal of creating a completely positive first page of search engine results for a specific term...]]></description>
										<content:encoded><![CDATA[<p><span class="drop-cap"><span class="drop-cap-letter">O</span></span> One of the principal decisions that startup owners have to make is whether or not to engage in SEO. One common consideration is the cost of investing in an SEO campaign versus possible returns. Another is the daunting list of SEO terminologies, which may overwhelm newcomers to the e-commerce and website scene. If you are a new online entrepreneur but are not convinced of the benefits of SEO, then this article is for you! Here are some of the reasons why SEO is important and why you should consider it as a marketing technique. <span class="text-dark medium">SEO is less expensive than other online marketing approaches.</span> It also offers higher reward rates when compared to other techniques such as social media marketing, pay per click advertising, and email marketing. While you may need to defray a substantial amount to cover initial SEO planning and processes that include website design, programming, and strategizing, you can be sure to get faster and more long-term results.</p>
<blockquote><p>&#8220;I cannot give you the formula for success, but I can give you the formula for failure. It is: Try to please everybody.&#8221;<br />
<cite>&#8211; Herbert Bayard Swope</cite></p></blockquote>
<p>Implementing SEO strategies help you to rank higher on the search engine’s results page (SERP). This means that when your target customers search for products and services that your industry offers, they are <span class="text-primary">likely to find your website.</span> When you repeatedly appear on the SERP, users become aware of your site and your business. This increases the chances of landing potential customers on your webpages.</p>
<div class="gaps">&nbsp;</div>
<p><img decoding="async" src="https://onum-wp.s3.amazonaws.com/images/blog-post.png"></p>
<div class="gaps">&nbsp;</div>
<h4>SEO is a Cost-Effective Advertising Strategy</h4>
<p>One SEO component called off-site SEO ensures that users of external pages or of social media can find your website. Being optimized for SEO increases the site’s potential to draw customers from other platforms other than the search engine. For instance, when you post content and links to your page on Facebook or Twitter, you are able to promote your website and attract more customers. One of the main goals of SEO is to attract the targeted audience through organic searches. The number of visitors to your site influences <a class="underline" href="#">your sales and subscriptions.</a> It also promotes the marketing of your products and services. Increased inbound traffic is always good for business because it equates to more conversion opportunities.</p>
<p>Some SEO-related tools such as the Google Keyword Planner and Google Analytics provide quantitative data to help you understand your market, analyze the trends, and know your competitors’ standings. It helps you identify popular and valuable keywords so you can decide how to <span class="text-dark medium">structure or revise your content.</span> It also gives you insights on your market’s behavior such as location, times of activity, frequency of searches, technologies used, product preferences, etc. All these metrics are useful in helping you get to know your audience, their needs, and their expectations.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/15-seo-best-practices-website-architecture/feed/</wfw:commentRss>
			<slash:comments>10</slash:comments>
		
		
			</item>
		<item>
		<title>SEO Best Practices: Mobile  Friendliness</title>
		<link>https://www.ideyalab.com/seo-best-practices-mobile-friendliness/</link>
					<comments>https://www.ideyalab.com/seo-best-practices-mobile-friendliness/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Thu, 21 Nov 2019 04:46:03 +0000</pubDate>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[SEO]]></category>
		<category><![CDATA[SMM]]></category>
		<category><![CDATA[solution]]></category>
		<guid isPermaLink="false">http://wpdemo.archiwp.com/onum/?p=1259</guid>

					<description><![CDATA[The basic premise of search engine reputation management is to use the following three strategies to accomplish the goal of creating a completely positive first page of search engine results for a specific term...]]></description>
										<content:encoded><![CDATA[
<p><span class="drop-cap"><span class="drop-cap-letter">O</span></span> One of the principal decisions that startup owners have to make is whether or not to engage in SEO. One common consideration is the cost of investing in an SEO campaign versus possible returns. Another is the daunting list of SEO terminologies, which may overwhelm newcomers to the e-commerce and website scene. If you are a new online entrepreneur but are not convinced of the benefits of SEO, then this article is for you! Here are some of the reasons why SEO is important and why you should consider it as a marketing technique. SEO is less expensive than other online marketing approaches. It also offers higher reward rates when compared to other techniques such as social media marketing, pay per click advertising, and email marketing. While you may need to defray a substantial amount to cover initial SEO planning and processes that include website design, programming, and strategizing, you can be sure to get faster and more long-term results.</p>



<blockquote class="wp-block-quote is-layout-flow wp-block-quote-is-layout-flow"><p>&#8220;I cannot give you the formula for success, but I can give you the 
formula for failure. It is: Try to please everybody.&#8221;<br>
&#8211; Herbert Bayard Swope
</p></blockquote>



<p>Implementing SEO strategies help you to rank higher on the search engine’s results page (SERP). This means that when your target customers search for products and services that your industry offers, they are likely to find your website. When you repeatedly appear on the SERP, users become aware of your site and your business. This increases the chances of landing potential customers on your webpages.</p>



<figure class="wp-block-image"><img decoding="async" src="https://onum-wp.s3.amazonaws.com/images/blog-post.png" alt=""/></figure>



<h4 class="wp-block-heading">SEO is a Cost-Effective Advertising Strategy</h4>



<p>One SEO component called off-site SEO ensures that users of external pages or of social media can find your website. Being optimized for SEO increases the site’s potential to draw customers from other platforms other than the search engine. For instance, when you post content and links to your page on Facebook or Twitter, you are able to promote your website and attract more customers. One of the main goals of SEO is to attract the targeted audience through organic searches. The number of visitors to your site influences <a href="#">your sales and subscriptions.</a> It also promotes the marketing of your products and services. Increased inbound traffic is always good for business because it equates to more conversion opportunities.</p>



<p>Some SEO-related tools such as the Google Keyword Planner and Google Analytics provide quantitative data to help you understand your market, analyze the trends, and know your competitors’ standings. It helps you identify popular and valuable keywords so you can decide how to structure or revise your content. It also gives you insights on your market’s behavior such as location, times of activity, frequency of searches, technologies used, product preferences, etc. All these metrics are useful in helping you get to know your audience, their needs, and their expectations.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/seo-best-practices-mobile-friendliness/feed/</wfw:commentRss>
			<slash:comments>7</slash:comments>
		
		
			</item>
		<item>
		<title>A Guide to Google SEO  Algorithm Updates</title>
		<link>https://www.ideyalab.com/a-guide-to-google-seo-algorithm-updates/</link>
					<comments>https://www.ideyalab.com/a-guide-to-google-seo-algorithm-updates/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Tue, 24 Sep 2019 09:23:05 +0000</pubDate>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[marketing]]></category>
		<category><![CDATA[SEO]]></category>
		<guid isPermaLink="false">http://wpdemo.archiwp.com/onum/?p=26</guid>

					<description><![CDATA[The basic premise of search engine reputation management is to use the following three strategies to accomplish the goal of creating a completely positive first page of search engine results for a specific term...]]></description>
										<content:encoded><![CDATA[
<p><span class="drop-cap"><span class="drop-cap-letter">O</span></span> One of the principal decisions that startup owners have to make is whether or not to engage in SEO. One common consideration is the cost of investing in an SEO campaign versus possible returns. Another is the daunting list of SEO terminologies, which may overwhelm newcomers to the e-commerce and website scene. If you are a new online entrepreneur but are not convinced of the benefits of SEO, then this article is for you! Here are some of the reasons why SEO is important and why you should consider it as a marketing technique. <span class="text-dark medium">SEO is less expensive than other online marketing approaches.</span> It also offers higher reward rates when compared to other techniques such as social media marketing, pay per click advertising, and email marketing. While you may need to defray a substantial amount to cover initial SEO planning and processes that include website design, programming, and strategizing, you can be sure to get faster and more long-term results.</p>

<blockquote>
<p>&#8220;I cannot give you the formula for success, but I can give you the 
formula for failure. It is: Try to please everybody.&#8221;<br>
<cite>&#8211; Herbert Bayard Swope</cite>
</p>
</blockquote>

<p>Implementing SEO strategies help you to rank higher on the search engine’s results page (SERP). This means that when your target customers search for products and services that your industry offers, they are <span class="text-primary">likely to find your website.</span> When you repeatedly appear on the SERP, users become aware of your site and your business. This increases the chances of landing potential customers on your webpages.</p>

<div class="gaps"></div>
<p>
<img decoding="async" src="https://onum-wp.s3.amazonaws.com/images/blog-post.png">
</p>
<div class="gaps"></div>

<h4>SEO is a Cost-Effective Advertising Strategy</h4>

<p>One SEO component called off-site SEO ensures that users of external pages or of social media can find your website. Being optimized for SEO increases the site’s potential to draw customers from other platforms other than the search engine. For instance, when you post content and links to your page on Facebook or Twitter, you are able to promote your website and attract more customers. One of the main goals of SEO is to attract the targeted audience through organic searches. The number of visitors to your site influences <a class="underline" href="#">your sales and subscriptions.</a> It also promotes the marketing of your products and services. Increased inbound traffic is always good for business because it equates to more conversion opportunities.</p>

<p>Some SEO-related tools such as the Google Keyword Planner and Google Analytics provide quantitative data to help you understand your market, analyze the trends, and know your competitors’ standings. It helps you identify popular and valuable keywords so you can decide how to <span class="text-dark medium">structure or revise your content.</span> It also gives you insights on your market’s behavior such as location, times of activity, frequency of searches, technologies used, product preferences, etc. All these metrics are useful in helping you get to know your audience, their needs, and their expectations.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/a-guide-to-google-seo-algorithm-updates/feed/</wfw:commentRss>
			<slash:comments>7</slash:comments>
		
		
			</item>
		<item>
		<title>Best Practices: SEO Syndicated Content</title>
		<link>https://www.ideyalab.com/best-practices-seo-syndicated-content/</link>
					<comments>https://www.ideyalab.com/best-practices-seo-syndicated-content/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Wed, 28 Aug 2019 08:11:01 +0000</pubDate>
				<category><![CDATA[Business]]></category>
		<category><![CDATA[startup]]></category>
		<category><![CDATA[strategy]]></category>
		<guid isPermaLink="false">http://wpdemo.archiwp.com/onum/?p=14</guid>

					<description><![CDATA[The basic premise of search engine reputation management is to use the following three strategies to accomplish the goal of creating a completely positive first page of search engine results for a specific term...]]></description>
										<content:encoded><![CDATA[
<p><p><span class="drop-cap"><span class="drop-cap-letter">O</span></span> One of the principal decisions that startup owners have to make is whether or not to engage in SEO. One common consideration is the cost of investing in an SEO campaign versus possible returns. Another is the daunting list of SEO terminologies, which may overwhelm newcomers to the e-commerce and website scene. If you are a new online entrepreneur but are not convinced of the benefits of SEO, then this article is for you! Here are some of the reasons why SEO is important and why you should consider it as a marketing technique. <span class="text-dark medium">SEO is less expensive than other online marketing approaches.</span> It also offers higher reward rates when compared to other techniques such as social media marketing, pay per click advertising, and email marketing. While you may need to defray a substantial amount to cover initial SEO planning and processes that include website design, programming, and strategizing, you can be sure to get faster and more long-term results.</p>

<blockquote>
<p>&#8220;I cannot give you the formula for success, but I can give you the 
formula for failure. It is: Try to please everybody.&#8221;<br>
<cite>&#8211; Herbert Bayard Swope</cite>
</p>
</blockquote>

<p>Implementing SEO strategies help you to rank higher on the search engine’s results page (SERP). This means that when your target customers search for products and services that your industry offers, they are <span class="text-primary">likely to find your website.</span> When you repeatedly appear on the SERP, users become aware of your site and your business. This increases the chances of landing potential customers on your webpages.</p>

<div class="gaps"></div>
<p>
<img decoding="async" src="https://onum-wp.s3.amazonaws.com/images/blog-post.png">
</p>
<div class="gaps"></div>

<h4>SEO is a Cost-Effective Advertising Strategy</h4>

<p>One SEO component called off-site SEO ensures that users of external pages or of social media can find your website. Being optimized for SEO increases the site’s potential to draw customers from other platforms other than the search engine. For instance, when you post content and links to your page on Facebook or Twitter, you are able to promote your website and attract more customers. One of the main goals of SEO is to attract the targeted audience through organic searches. The number of visitors to your site influences <a class="underline" href="#">your sales and subscriptions.</a> It also promotes the marketing of your products and services. Increased inbound traffic is always good for business because it equates to more conversion opportunities.</p>

<p>Some SEO-related tools such as the Google Keyword Planner and Google Analytics provide quantitative data to help you understand your market, analyze the trends, and know your competitors’ standings. It helps you identify popular and valuable keywords so you can decide how to <span class="text-dark medium">structure or revise your content.</span> It also gives you insights on your market’s behavior such as location, times of activity, frequency of searches, technologies used, product preferences, etc. All these metrics are useful in helping you get to know your audience, their needs, and their expectations.</p></p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/best-practices-seo-syndicated-content/feed/</wfw:commentRss>
			<slash:comments>14</slash:comments>
		
		
			</item>
		<item>
		<title>What To Look For In An SEO Consultant</title>
		<link>https://www.ideyalab.com/what-to-look-for-in-an-seo-consultant/</link>
					<comments>https://www.ideyalab.com/what-to-look-for-in-an-seo-consultant/#comments</comments>
		
		<dc:creator><![CDATA[Dev ideyalab]]></dc:creator>
		<pubDate>Wed, 10 Jul 2019 09:21:45 +0000</pubDate>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[business]]></category>
		<category><![CDATA[marketing]]></category>
		<guid isPermaLink="false">http://wpdemo.archiwp.com/onum/?p=22</guid>

					<description><![CDATA[The basic premise of search engine reputation management is to use the following three strategies to accomplish the goal of creating a completely positive first page of search engine results for a specific term...]]></description>
										<content:encoded><![CDATA[
<span class="drop-cap"><span class="drop-cap-letter">O</span></span> One of the principal decisions that startup owners have to make is whether or not to engage in SEO. One common consideration is the cost of investing in an SEO campaign versus possible returns. Another is the daunting list of SEO terminologies, which may overwhelm newcomers to the e-commerce and website scene. If you are a new online entrepreneur but are not convinced of the benefits of SEO, then this article is for you! Here are some of the reasons why SEO is important and why you should consider it as a marketing technique. <span class="text-dark medium">SEO is less expensive than other online marketing approaches.</span> It also offers higher reward rates when compared to other techniques such as social media marketing, pay per click advertising, and email marketing. While you may need to defray a substantial amount to cover initial SEO planning and processes that include website design, programming, and strategizing, you can be sure to get faster and more long-term results.</p>

<blockquote>
<p>&#8220;I cannot give you the formula for success, but I can give you the 
formula for failure. It is: Try to please everybody.&#8221;<br>
<cite>&#8211; Herbert Bayard Swope</cite>
</p>
</blockquote>

<p>Implementing SEO strategies help you to rank higher on the search engine’s results page (SERP). This means that when your target customers search for products and services that your industry offers, they are <span class="text-primary">likely to find your website.</span> When you repeatedly appear on the SERP, users become aware of your site and your business. This increases the chances of landing potential customers on your webpages.</p>

<div class="gaps"></div>
<p>
<img decoding="async" src="https://onum-wp.s3.amazonaws.com/images/blog-post.png">
</p>
<div class="gaps"></div>

<h4>SEO is a Cost-Effective Advertising Strategy</h4>

<p>One SEO component called off-site SEO ensures that users of external pages or of social media can find your website. Being optimized for SEO increases the site’s potential to draw customers from other platforms other than the search engine. For instance, when you post content and links to your page on Facebook or Twitter, you are able to promote your website and attract more customers. One of the main goals of SEO is to attract the targeted audience through organic searches. The number of visitors to your site influences <a class="underline" href="#">your sales and subscriptions.</a> It also promotes the marketing of your products and services. Increased inbound traffic is always good for business because it equates to more conversion opportunities.</p>

<p>Some SEO-related tools such as the Google Keyword Planner and Google Analytics provide quantitative data to help you understand your market, analyze the trends, and know your competitors’ standings. It helps you identify popular and valuable keywords so you can decide how to <span class="text-dark medium">structure or revise your content.</span> It also gives you insights on your market’s behavior such as location, times of activity, frequency of searches, technologies used, product preferences, etc. All these metrics are useful in helping you get to know your audience, their needs, and their expectations.</p></p>
]]></content:encoded>
					
					<wfw:commentRss>https://www.ideyalab.com/what-to-look-for-in-an-seo-consultant/feed/</wfw:commentRss>
			<slash:comments>17</slash:comments>
		
		
			</item>
	</channel>
</rss>
