GET https://rct.dev.bbntimes.com/science/human-intelligence-hu-vs-artificial-intelligence-ai

Response
200 OK
IP
18.118.20.13
Profiled on
Token
2c459d

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
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"App\Controller\ArticleController::show"
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"security.firewall.map.context.main"
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"article_show"
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_security_firewall_run 
"_security_main"
_stopwatch_token 
"510eb1"
category 
"science"
slug 
"human-intelligence-hu-vs-artificial-intelligence-ai"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=bfpuk4petutmfj0ta0cvgo89g4"
host 
"rct.dev.bbntimes.com"
user-agent 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
x-php-ob-level 
"1"

Request Content

Request content not available (it was retrieved as a resource).

Response

Response Headers

Header Value
cache-control 
"no-cache, private"
content-type 
"text/html; charset=UTF-8"
date 
"Sat, 22 Feb 2025 13:21:50 GMT"
link 
"</build/runtime.js>; rel="preload"; as="script",</build/644.js>; rel="preload"; as="script",</build/502.js>; rel="preload"; as="script",</build/app.js>; rel="preload"; as="script",</build/view-more.js>; rel="preload"; as="script",</build/term-condition.js>; rel="preload"; as="script",</build/contact.js>; rel="preload"; as="script",</build/scroll-infinite-article.js>; rel="preload"; as="script",</build/app.css>; rel="preload"; as="style",</build/cookie-style.css>; rel="preload"; as="style",</build/term-condition-css.css>; rel="preload"; as="style",</build/contact-css.css>; rel="preload"; as="style",</build/comment-css.css>; rel="preload"; as="style""
x-debug-token 
"2c459d"

Cookies

Request Cookies

Key Value
PHPSESSID 
"bfpuk4petutmfj0ta0cvgo89g4"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:21:45 +0000"
Last used 
"Sat, 22 Feb 25 13:21:49 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"qePkJgQ_hsTnHeMgw-c3RUHBG-SXdQDKLhSs034sDok"
_csrf/https-cookie_accept 
"JNtNKU870sC_xMZIWsSBaDsCTxyBL2pR2n6GQB4Zsf8"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:52
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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    "type" => "->"
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    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Kernel.php"
    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/runtime/Runner/Symfony/HttpKernelRunner.php"
    "line" => 35
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\Kernel"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-core/Authentication/Token/Storage/UsageTrackingTokenStorage.php"
    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
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    "function" => "getToken"
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    "function" => "twig_get_attribute"
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    "function" => "displayWithErrorHandling"
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    "function" => "render"
    "class" => "Twig\Template"
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    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
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    "function" => "render"
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    "line" => 453
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    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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  [
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    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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    "function" => "renderHeader"
    "class" => "App\Controller\AppController"
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  [
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpCache/SubRequestHandler.php"
    "line" => 86
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/Fragment/InlineFragmentRenderer.php"
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  [
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  [
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    "line" => 394
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    "class" => "Twig\Template"
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  ]
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Template.php"
    "line" => 379
    "function" => "display"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
    "line" => 38
    "function" => "render"
    "class" => "Twig\Template"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/Environment.php"
    "line" => 280
    "function" => "render"
    "class" => "Twig\TemplateWrapper"
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  [
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    "function" => "render"
    "class" => "Twig\Environment"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/framework-bundle/Controller/AbstractController.php"
    "line" => 253
    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/src/Controller/ArticleController.php"
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    "function" => "render"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
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    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
  ]
  [
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    "line" => 76
    "function" => "handleRaw"
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    "type" => "->"
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  [
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    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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  [
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    "function" => "handle"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
    "line" => 5
    "args" => [
      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
    "function" => "require_once"
  ]
]
Symfony\Component\Security\Http\Firewall\ContextListener:171
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-http/Firewall/ContextListener.php"
    "line" => 171
    "function" => "remove"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/WrappedListener.php"
    "line" => 116
    "function" => "onKernelResponse"
    "class" => "Symfony\Component\Security\Http\Firewall\ContextListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 220
    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/EventDispatcher.php"
    "line" => 56
    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/event-dispatcher/Debug/TraceableEventDispatcher.php"
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher"
    "type" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 202
    "function" => "filterResponse"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
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    "function" => "handleRaw"
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    "type" => "->"
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  [
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    "function" => "handle"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
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  [
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      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
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    "function" => "require_once"
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]

Flashes

Flashes

No flash messages were created.

Server Parameters

Server Parameters

Defined in .env

Key Value
APP_ENV 
"dev"
APP_SECRET 
"0a988e63f011514eaabfc650b599af4d"
CORS_ALLOW_ORIGIN 
"*"
DATABASE_URL 
"mysql://bbndb_rctuser:33F5W25z40or0f7@localhost:3306/rct_bbntimes"
GOOGLE_RECAPTCHA_SECRET_KEY 
"6LdV5fgpAAAAANxzTG8ZMfIjil1wu-1vrQvnUt-x"
GOOGLE_RECAPTCHA_SITE_KEY 
"6LdV5fgpAAAAAENKcn73MJAhQrbtQeqgyC4wDLMP"
MAILER_DSN 
"smtp://no-reply%40rct.dev.bbntimes.com:Bl6%26gLD48%26Of919@rct.dev.bbntimes.com:465"
MARIADB_PASSWORD 
"i!87pK&!85ezc8"

Defined as regular env variables

Key Value
APP_DEBUG 
"1"
BASE 
"/public"
CONTEXT_DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
CONTEXT_PREFIX 
""
DOCUMENT_ROOT 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com"
FCGI_ROLE 
"RESPONDER"
GATEWAY_INTERFACE 
"CGI/1.1"
HTTPS 
"on"
HTTP_ACCEPT 
"*/*"
HTTP_ACCEPT_ENCODING 
"gzip, br, zstd, deflate"
HTTP_CONNECTION 
"close"
HTTP_COOKIE 
"PHPSESSID=bfpuk4petutmfj0ta0cvgo89g4"
HTTP_HOST 
"rct.dev.bbntimes.com"
HTTP_USER_AGENT 
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
PATH 
"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"
PHP_SELF 
"/public/index.php"
PP_CUSTOM_PHP_CGI_INDEX 
"plesk-php81-fastcgi"
PP_CUSTOM_PHP_INI 
"/var/www/vhosts/system/rct.dev.bbntimes.com/etc/php.ini"
QUERY_STRING 
""
REDIRECT_BASE 
"/public"
REDIRECT_HTTPS 
"on"
REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_HTTPS 
"on"
REDIRECT_REDIRECT_PASSENGER_COMPILE_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_PASSENGER_DOWNLOAD_NATIVE_SUPPORT_BINARY 
"0"
REDIRECT_REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/human-intelligence-hu-vs-artificial-intelligence-ai"
REDIRECT_REDIRECT_SCRIPT_URL 
"/science/human-intelligence-hu-vs-artificial-intelligence-ai"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nPbriBoyj8JZ8-HGyAKwAAAAU"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/human-intelligence-hu-vs-artificial-intelligence-ai"
REDIRECT_SCRIPT_URL 
"/science/human-intelligence-hu-vs-artificial-intelligence-ai"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nPbriBoyj8JZ8-HGyAKwAAAAU"
REDIRECT_URL 
"/public/science/human-intelligence-hu-vs-artificial-intelligence-ai"
REMOTE_ADDR 
"18.118.20.13"
REMOTE_PORT 
"14900"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740230510
REQUEST_TIME_FLOAT 
1740230510.1873
REQUEST_URI 
"/science/human-intelligence-hu-vs-artificial-intelligence-ai"
SCRIPT_FILENAME 
"/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/public/index.php"
SCRIPT_NAME 
"/public/index.php"
SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/human-intelligence-hu-vs-artificial-intelligence-ai"
SCRIPT_URL 
"/science/human-intelligence-hu-vs-artificial-intelligence-ai"
SERVER_ADDR 
"5.196.1.209"
SERVER_ADMIN 
"[no address given]"
SERVER_NAME 
"rct.dev.bbntimes.com"
SERVER_PORT 
"443"
SERVER_PROTOCOL 
"HTTP/1.1"
SERVER_SIGNATURE 
"<address>Apache Server at rct.dev.bbntimes.com Port 443</address>\n"
SERVER_SOFTWARE 
"Apache"
SSL_TLS_SNI 
"rct.dev.bbntimes.com"
SYMFONY_DOTENV_VARS 
"APP_ENV,APP_SECRET,DATABASE_URL,MARIADB_PASSWORD,CORS_ALLOW_ORIGIN,MAILER_DSN,GOOGLE_RECAPTCHA_SECRET_KEY,GOOGLE_RECAPTCHA_SITE_KEY"
UNIQUE_ID 
"Z7nPbriBoyj8JZ8-HGyAKwAAAAU"

Sub Requests 6

CookieController :: renderAnalysis (token = 02c1f9)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"c264b2"

AppController :: renderHeader (token = 2a8b2b)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"0a4631"
slug 
"home"

ArticleController :: trendingArticle (token = cf4ae3)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"168beb"
category 
"Science"

ArticleController :: relatedArticles (token = f4d462)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"70367b"
current_article 
App\Entity\Article {#1094
  -id: 11672
  -title: "Human Intelligence (HU) vs Artificial Intelligence (AI)"
  -slug: "human-intelligence-hu-vs-artificial-intelligence-ai"
  -introtext: "<p>Artificial intelligence (AI) has the potential to surpass human intelligence (HI) in the near future.&nbsp;</p>\r\n"
  -content: """
    \r\n
    <p>Despite huge advances in technology, artificial intelligence is still far from complete.&nbsp;</p>\r\n
    <p>Human intelligence aims to learn from experience and adapt to new environments via different cognitive processes, while artificial Intelligence (AI) aims to mimic and surpass human actions and behaviour.&nbsp;</p>\r\n
    <h2>How to Measure Human Intelligence</h2>\r\n
    <p><img src="/images/Measuring_Human_Intelligence.png" alt="Measuring_Human_Intelligence.png" width="801" height="469" /></p>\r\n
    <p><a href="https://theconversation.com/human-intelligence-have-we-reached-the-limit-of-knowledge-124819" target="_blank" rel="noopener">Human intelligence</a> is measured by either a group or individually administered test.&nbsp;It only takes a few minutes after meeting someone for most of us to judge how smart, competent, or quick-witted we think they are.</p>\r\n
    <p class="gmail-q-text gmail-qu-display--block gmail-qu-wordBreak--break-word gmail-qu-textAlign--start">Philosophers and psychologists have long debated how to conceptualize and measure intelligence, how many types of intelligence there are, the role of nature versus nurture in intelligence, the social, biological and environmental determinants of intelligence, or how intelligence is represented in the brain.</p>\r\n
    <p class="gmail-q-text gmail-qu-display--block gmail-qu-wordBreak--break-word gmail-qu-textAlign--start">In the 1900s, Binet and Simon developed the first intelligence test, “Intelligence Tests in Schools”, which consisted of a wide variety of questions that included the ability to name objects, define words, draw pictures, complete sentences, compare items, and construct sentences.</p>\r\n
    <p>Intelligence quotient (IQ) is widely adopted as a measure of intelligence that is adjusted for age.&nbsp;</p>\r\n
    <p>IQ is a total score derived from a set of standardized tests or subtests designed to assess human intelligence.</p>\r\n
    <p class="gmail-q-text gmail-qu-display--block gmail-qu-wordBreak--break-word gmail-qu-textAlign--start">The&nbsp;Stanford-Binet,&nbsp;is&nbsp;a measure of general intelligence made up of a wide variety of tasks including vocabulary, memory for pictures, naming of familiar objects, repeating sentences, and following commands.</p>\r\n
    <p class="gmail-q-text gmail-qu-display--block gmail-qu-wordBreak--break-word gmail-qu-textAlign--start">The Wechsler Adult Intelligence Scale (WAIS) is the most widely used IQ test for adults in the US.</p>\r\n
    <h2>What Are the Different Types of IQ Tests?</h2>\r\n
    <p>The most common types of <a href="companies/world-s-quickest-iq-test-only-has-3-questions-but-83-of-people-fail-it" target="_blank" rel="noopener">IQ tests</a> are:</p>\r\n
    <ul>\r\n
    <li>\r\n
    <p>Stanford-Binet Intelligence Scale</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Universal Nonverbal Intelligence</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Differential Ability Scales</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Peabody Individual Achievement Test</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Wechsler Individual Achievement Test</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Wechsler Adult Intelligence Scale</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Woodcock Johnson III Tests of Cognitive Disabilities</p>\r\n
    </li>\r\n
    </ul>\r\n
    <p><img src="/images/IQ_Scores_Explained.png" alt="IQ_Scores_Explained.png" width="801" height="482" /></p>\r\n
    <p>A high IQ score, over 130, is typically associated with high intelligence.&nbsp;</p>\r\n
    <p>Scores below 70 are usually a cause for concern. They may indicate an underlying learning disability.</p>\r\n
    <h2>Difference Between Artificial Intelligence and Human Intelligence</h2>\r\n
    <p><img src="/images/AI_vs_Human_Intelligence.jpeg" alt="AI_vs_Human_Intelligence.jpeg" width="800" height="664" /></p>\r\n
    <h2>What Are the 3 Types of Artificial Intelligence</h2>\r\n
    <p><img src="/images/3_Types_of_AI.jpeg" alt="3_Types_of_AI.jpeg" width="800" height="748" /></p>\r\n
    <p><a href="https://www.technologyreview.com/2021/01/14/1016122/these-five-ai-developments-will-shape-2021-and-beyond/" target="_blank" rel="noopener">Advances in AI&nbsp;</a>have allowed us to make progress in all kinds of disciplines.</p>\r\n
    <p>There are 3 types of AI:</p>\r\n
    <ul>\r\n
    <li>\r\n
    <p>Artificial Narrow Intelligence (ANI), which has a limited range of capabilities&nbsp;</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Artificial General Intelligence (AGI), which has attributes that are on par with human capabilities&nbsp;</p>\r\n
    </li>\r\n
    <li>\r\n
    <p>Artificial Super Intelligence (ASI), which has skills that surpass humans and can make them obsolete</p>\r\n
    </li>\r\n
    </ul>\r\n
    <h2>How To Measure Intelligence in Artificial Intelligence</h2>\r\n
    <p class="gmail-q-text gmail-qu-display--block gmail-qu-wordBreak--break-word gmail-qu-textAlign--start">Intelligence in an <a href="science/towards-broad-artificial-intelligence-ai-the-edge-in-2021" target="_blank" rel="noopener">artificial intelligence </a>(AI) system can be measured in mainly 4 ways:</p>\r\n
    <ol class="gmail-q-box">\r\n
    <li class="gmail-q-relative">\r\n
    <p>Breadth: Most systems we know to be intelligent such as the human brain have broad capabilities. A child learns a lot of tasks such as walking, talking and many more things. An AI system that should be considered intelligent should also have such similar broad capabilities. The so-called strong AI system should be able to learn any task without any modification directly to its source code by human engineers. But we all know about the no free lunch theorem which states that an algorithm that is good at a particular set of tasks pays for that by performing poorly on the other remaining set of tasks. That means that to have such a broad AI system we need a set of fundamental learning algorithms and not just one, this is a very active area of research and high profile groups like DeepMind are searching for such a set of general purpose learning algorithms to solve artificial general intelligence (AGI), which is a broader version of AI. In fact just this one ability can definitely help us measure how intelligent an AI system is.</p>\r\n
    </li>\r\n
    <li class="gmail-q-relative">\r\n
    <p>Data requirements: A strong AI system should be able to model the problem from as little data as possible but it should also be able to consume huge Google scale data and make sense of that too. The ability to generalize from very little training data is a strong indicator of intelligence as opposed to requiring huge amounts of data in order to model the problem.</p>\r\n
    </li>\r\n
    <li class="gmail-q-relative">\r\n
    <p>Supervised&nbsp;vs&nbsp;unsupervised: It is clear that we need both supervised and unsupervised learning in AI based on the application scope but since there is more unlabeled than labelled data around, unsupervised learning is more attractive. Unsupervised learning indicates intelligence because a system that learns on its own with minimal supervision is considered more intelligent than the other that requires more supervision. This is strongly evident in human intelligence, a child capable of picking up tasks like coding on their own are considered more intelligent.</p>\r\n
    </li>\r\n
    <li class="gmail-q-relative">\r\n
    <p>Predictive: Intelligence is also based on having an idea of what comes next, this is a very powerful capability because planning is very important for really intelligent systems. Predictive capabilities are essential to planning and reasoning. Humans have strong predictive capabilities, we always expect something and try to plan for it in both long and short term. Short term prediction is when you want to catch a ball thrown at you, you will be able to predict the trajectory of the ball and catch it. Long term prediction is called planning, you literally plan how you can act in order to achieve your goal. You plan how to make that vacation trip to Hawaii because of some predictive nature of your mind, prediction is intelligence.</p>\r\n
    </li>\r\n
    </ol>
    """
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    date: 2022-05-30 09:22:00.0 UTC (+00:00)
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  -updatedAt: DateTime @1653930458 {#1150
    date: 2022-05-30 17:07:38.0 UTC (+00:00)
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  -deletedAt: null
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  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 49873
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  -reviewed_at: DateTime @1653902520 {#1148
    date: 2022-05-30 09:22:00.0 UTC (+00:00)
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  -metakey: "Human Intelligence (HU) vs Artificial Intelligence (AI)"
  -metadesc: "Artificial intelligence (AI) has the potential to surpass human intelligence (HI) in the near future.\u{A0}"
  -robots: null
  -publishedAt: DateTime @1653902520 {#1147
    date: 2022-05-30 09:22:00.0 UTC (+00:00)
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AppController :: renderFooter (token = b0520a)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"d95481"

CookieController :: renderCookie (token = a25393)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"ae9eac"