GET https://rct.dev.bbntimes.com/society/gpt-and-the-quest-for-the-ghost-in-the-machine

Response
200 OK
IP
3.135.220.30
Profiled on
Token
11ffbf

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

Key Value
_controller 
"App\Controller\ArticleController::show"
_firewall_context 
"security.firewall.map.context.main"
_links 
Symfony\Component\WebLink\GenericLinkProvider {#3618
  -links: [
    3739 => Symfony\Component\WebLink\Link {#3739
      -href: "/build/runtime.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3737 => Symfony\Component\WebLink\Link {#3737
      -href: "/build/644.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3736 => Symfony\Component\WebLink\Link {#3736
      -href: "/build/502.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3735 => Symfony\Component\WebLink\Link {#3735
      -href: "/build/app.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3734 => Symfony\Component\WebLink\Link {#3734
      -href: "/build/view-more.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3733 => Symfony\Component\WebLink\Link {#3733
      -href: "/build/term-condition.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3732 => Symfony\Component\WebLink\Link {#3732
      -href: "/build/contact.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3731 => Symfony\Component\WebLink\Link {#3731
      -href: "/build/scroll-infinite-article.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3730 => Symfony\Component\WebLink\Link {#3730
      -href: "/build/app.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3729 => Symfony\Component\WebLink\Link {#3729
      -href: "/build/cookie-style.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3728 => Symfony\Component\WebLink\Link {#3728
      -href: "/build/term-condition-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3727 => Symfony\Component\WebLink\Link {#3727
      -href: "/build/contact-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3726 => Symfony\Component\WebLink\Link {#3726
      -href: "/build/comment-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
  ]
}
_route 
"article_show"
_route_params 
[
  "category" => "society"
  "slug" => "gpt-and-the-quest-for-the-ghost-in-the-machine"
]
_security_firewall_run 
"_security_main"
_stopwatch_token 
"754a4a"
category 
"society"
slug 
"gpt-and-the-quest-for-the-ghost-in-the-machine"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=i97543jdtdhd7ab188pa68sfeu"
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 13:24:32 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 
"11ffbf"

Cookies

Request Cookies

Key Value
PHPSESSID 
"i97543jdtdhd7ab188pa68sfeu"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:24:24 +0000"
Last used 
"Sat, 22 Feb 25 13:24:28 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"0_cPFJX1PkOox3X_AGHqxvrl8vR0S9utJnlUeM3TwZo"
_csrf/https-cookie_accept 
"pSnMY-Gbk0qqFsZYkIfyys3Fahru0ZRjRbrIG1CK8Lo"

Session Usage

6 Usages
Stateless check enabled
Usage
Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:76
Show trace 
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
Show trace 
[
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/security-csrf/TokenStorage/SessionTokenStorage.php"
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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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    "function" => "show"
    "class" => "App\Controller\ArticleController"
    "type" => "->"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 76
    "function" => "handleRaw"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
    "type" => "->"
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    "line" => 197
    "function" => "handle"
    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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    "line" => 35
    "function" => "handle"
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    "type" => "->"
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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"
    "type" => "->"
  ]
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    "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" => "->"
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  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/twig-bridge/AppVariable.php"
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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/twig/twig/src/TemplateWrapper.php"
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    "line" => 453
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    "function" => "doRender"
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  [
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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" => "->"
  ]
  [
    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "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"
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    "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"
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]
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" => "->"
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  [
    "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" => "->"
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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" => "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"
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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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    "function" => "handle"
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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=i97543jdtdhd7ab188pa68sfeu"
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/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
REDIRECT_REDIRECT_SCRIPT_URL 
"/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nQDriBoyj8JZ8-HGyBWAAAABU"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
REDIRECT_SCRIPT_URL 
"/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nQDriBoyj8JZ8-HGyBWAAAABU"
REDIRECT_URL 
"/public/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
REMOTE_ADDR 
"3.135.220.30"
REMOTE_PORT 
"1287"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740230671
REQUEST_TIME_FLOAT 
1740230671.2062
REQUEST_URI 
"/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
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/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
SCRIPT_URL 
"/society/gpt-and-the-quest-for-the-ghost-in-the-machine"
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 
"Z7nQDriBoyj8JZ8-HGyBWAAAABU"

Sub Requests 6

CookieController :: renderAnalysis (token = e97f1c)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"235106"

AppController :: renderHeader (token = 097b45)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"130729"
slug 
"home"

ArticleController :: trendingArticle (token = a88e43)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"466f3a"
category 
"Society"

ArticleController :: relatedArticles (token = 9daaaa)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"bf65c6"
current_article 
App\Entity\Article {#1094
  -id: 14447
  -title: "GPT And The Quest For The ‘Ghost In The Machine’"
  -slug: "gpt-and-the-quest-for-the-ghost-in-the-machine"
  -introtext: "<p id="0861" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>Geoffrey Hinton, a prominent figure in the field of artificial intelligence, shared intriguing insights into the world of large language models like GPT-4.</p>\r\n"
  -content: """
    \r\n
    <p id="0861" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>Hinton’s observations on ‘GPT hallucinations’ highlight the similarities between these AI systems and human cognition, emphasizing the imperfections in memory and conversation that both exhibits. This perspective challenges us to view these inaccuracies not as errors but as reflections of the human cognitive process, suggesting a techno-biological mechanism at play. Hinton also points out the impressive learning algorithm of GPT-4, which despite having fewer connections than the human brain, possesses significantly more knowledge. As we explore the boundaries of AI, the question of whether a ‘ghost in the machine’ exists arises, inviting us to consider the potential for consciousness within AI systems. However, it is important to note that current AI lacks true consciousness and falls short of capturing the complexities of human cognition. These insights contribute to our understanding of cognition, knowledge, and intelligence, pushing us to reevaluate and redefine these concepts in the face of technological advancements.</p>\r\n
    <p id="05c4" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>Recently, Geoffrey Hinton, a revered figure in the realm of artificial intelligence,&nbsp;<a class="af mj" href="https://www.technologyreview.com/2023/05/02/1072528/geoffrey-hinton-google-why-scared-ai/" target="_blank" rel="nofollow noopener ugc">shared</a>&nbsp;some thought-provoking insights into the fascinating world of large language models such as GPT-4. His commentary got me thinking (or should I say confabulating) about the intriguing parallels between these AI systems and human cognition, challenging and enriching our understanding of memory, learning, and knowledge.</p>\r\n
    <h2 id="1c5e" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj"><strong class="lo fm">A Biological-Computational Overlap</strong></h2>\r\n
    <p id="66fa" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>Hinton’s observations on ‘GPT hallucinations’ provide a fresh perspective on the AI’s occasional generation of half-truths or inaccuracies. In fact, he considers them less a bug and more a feature! In his words, “People always confabulate. Half-truths and misremembered details are hallmarks of human conversation — confabulation is a signature of human memory. These models are doing something just like people.”</p>\r\n
    <p id="b9cb" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>This unconventional lens invites us to view these inaccuracies not as system errors but as reflections of the inherent imperfections in human memory and conversation. It points towards a techno-biological mechanism, a type of information processing that mimics human cognitive patterns.</p>\r\n
    <h2 id="43f3" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj"><strong class="lo fm">Understanding GPT’s ‘Techno-Cognitive’ Advantage</strong></h2>\r\n
    <p id="3d20" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>In discussing the depth of GPT’s knowledge, Hinton emphasizes, “Our brains have 100 trillion connections. Large language models have up to half a trillion, a trillion at most. Yet GPT-4 knows hundreds of times more than any one person does. So maybe it’s actually got a much better learning algorithm than us.”</p>\r\n
    <p id="5bfe" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>This observation underscores the effectiveness of the model’s learning algorithm, pushing us to reevaluate our understanding of human learning and knowledge acquisition processes. The techno-cognitive mechanism of <a href="science/everything-you-need-to-know-about-gpt4" target="_blank" rel="noopener">GPT-4</a>, despite having far fewer connections than the human brain, can absorb a vast amount of information from diverse fields in a relatively short time.</p>\r\n
    <h2 id="7b78" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj"><strong class="lo fm">The ‘Ghost in the Machine’: Interpreting Consciousness in AI?</strong></h2>\r\n
    <p id="842a" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>As we delve deeper into the <a href="https://www.bbc.co.uk/news/technology-65401783" target="_blank" rel="noopener">realm of AI </a>and its human-like cognitive capabilities, we come face-to-face with a compelling question: are we inching closer to finding the ‘ghost in the machine’? This term, coined by philosopher Gilbert Ryle as a critique of René Descartes’ mind-body dualism, has come to signify the consciousness or mind existing within a physical entity.</p>\r\n
    <p id="23ea" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>In the context of artificial intelligence, the idea of a ‘ghost in the machine’ invites us to question whether a form of consciousness could exist within AI systems such as GPT-4. As of now, despite the remarkable advancements in AI, these systems do not possess consciousness as we understand it in humans. Despite the impressive ability to mimic human-like conversational patterns and knowledge, AI systems like GPT-4 operate based on intricate algorithms and vast datasets, not conscious understanding.</p>\r\n
    <p id="77f9" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>Hinton’s insights compel us to reexamine our understanding of AI’s knowledge processing mechanism, drawing fascinating parallels with human cognition. Meanwhile, the concept of the ‘ghost in the machine’ raises thought-provoking questions about the potential for consciousness in AI. However, we must remember that these insights do not suggest an equivalence between AI and human cognition. The complexities of human memory, learning, and knowledge remain deeply intertwined with emotions, consciousness, and subjective experiences — areas currently beyond the reach of AI.</p>\r\n
    <p id="4011" class="pw-post-body-paragraph lm ln fl lo b gj lp lq lr gm ls lt lu lv lw lx ly lz ma mb mc md me mf mg mh eo bj" data-selectable-paragraph>As we continue to push the boundaries of AI capabilities, we must reflect on these developments critically but with imagination. This ongoing dialogue enriches our understanding of cognition, knowledge, and intelligence, pushing us to reevaluate and redefine these concepts in the light of technological advancements.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1686511920 {#1145
    date: 2023-06-11 19:32:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1686512171 {#1150
    date: 2023-06-11 19:36:11.0 UTC (+00:00)
  }
  -deletedAt: null
  -category: App\Entity\Category {#445 …}
  -status: "published"
  -imageCard: Proxies\__CG__\App\Entity\File {#1184 …}
  -ImageHeader: Proxies\__CG__\App\Entity\File {#1184 …}
  -featured: false
  -mainView: false
  -clicks: 1571
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1686511920 {#1148
    date: 2023-06-11 19:32:00.0 UTC (+00:00)
  }
  -metakey: "GPT And The Quest For The ‘Ghost In The Machine’"
  -metadesc: "Geoffrey Hinton, a prominent figure in the field of artificial intelligence, shared intriguing insights into the world of large language models like GPT-4."
  -robots: null
  -publishedAt: DateTime @1686511920 {#1147
    date: 2023-06-11 19:32:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = dfff39)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"f1ccaa"

CookieController :: renderCookie (token = a9c297)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"8d7795"