GET https://rct.dev.bbntimes.com/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence

Response
200 OK
IP
3.145.65.174
Profiled on
Token
858946

ArticleController :: show

Request

GET Parameters

None

POST Parameters

None

Uploaded Files

None

Request Attributes

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"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
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user-agent 
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x-php-ob-level 
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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 13:33:03 GMT"
link 
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Cookies

Request Cookies

Key Value
PHPSESSID 
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care_did 
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Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 13:31:48 +0000"
Last used 
"Sat, 22 Feb 25 13:33:01 +0000"
Lifetime 
0

Session Attributes

Attribute Value
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Session Usage

6 Usages
Stateless check enabled
Usage
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:79
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Symfony\Component\Security\Csrf\TokenStorage\SessionTokenStorage:56
Show trace 
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    "function" => "show"
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    "type" => "->"
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    "line" => 197
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    "function" => "handle"
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
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    "args" => [
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    ]
    "function" => "require_once"
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]
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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    ]
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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
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  [
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    "function" => "onKernelResponse"
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    "function" => "__invoke"
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    "function" => "callListeners"
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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 
"care_did=3dfb02e1-c451-4491-b324-06a24eaa7b4b; PHPSESSID=f68rq6joonlelsppc62vq8jppt"
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/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
REDIRECT_REDIRECT_SCRIPT_URL 
"/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7nSDbiBoyj8JZ8-HGyECwAAABg"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
REDIRECT_SCRIPT_URL 
"/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7nSDbiBoyj8JZ8-HGyECwAAABg"
REDIRECT_URL 
"/public/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
REMOTE_ADDR 
"3.145.65.174"
REMOTE_PORT 
"31525"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740231182
REQUEST_TIME_FLOAT 
1740231182.9005
REQUEST_URI 
"/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
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/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
SCRIPT_URL 
"/science/transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
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"
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Sub Requests 6

CookieController :: renderAnalysis (token = ce2ffc)

Key Value
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"App\Controller\CookieController::renderAnalysis"
_format 
"html"
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"en"
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"ea8f76"

AppController :: renderHeader (token = fcb708)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"48d779"
slug 
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ArticleController :: trendingArticle (token = f45cd5)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
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"en"
_stopwatch_token 
"ac1156"
category 
"Science"

ArticleController :: relatedArticles (token = dad585)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
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"en"
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current_article 
App\Entity\Article {#1094
  -id: 9779
  -title: "Transdisciplinary Artificial Intelligence as The Future of Artificial Intelligence "
  -slug: "transdisciplinary-artificial-intelligence-as-the-future-of-artificial-intelligence"
  -introtext: "<p><span style="color: #000000;">Transdisciplinary <a href="technology/the-latest-trends-in-artificial-intelligence-ai-and-machine-learning-ml" target="_blank" rel="noopener">artificial intelligence </a>(AI) is programming/encoding/mapping/representing/modeling/simulating reality, physical, mental, social and digital, in computing machinery and robots, to effectively, efficiently and sustainably interact with the world.</span></p>\r\n"
  -content: """
    \r\n
    <h2><span style="color: #10228b;">Why Is Transdisciplinary Artificial Intelligence Needed ?</span></h2>\r\n
    <p><img src="/images/Stages_of_AI.jpg" alt="Stages_of_AI.jpg" width="801" height="413" /></p>\r\n
    <p><span style="color: #000000;"><br />Transdisciplinary AI is embracing humans imitating <a href="technology/what-is-the-state-of-the-art-future-of-artificial-intelligence" target="_blank" rel="noopener">AI in all its forms </a>including narrow and weak, strong and general, superhuman and superintelligence.</span></p>\r\n
    <p><span style="color: #000000;">It is not an alternative to the predetermined mainstream paradigm, but a unifier to all the human-like AI, from neural networks to machine learning to symbolic AI to cognitive AI and beyond.</span></p>\r\n
    <p><span style="color: #000000;">Transdisciplinary AI research integrates information, data, concepts, theories,&nbsp;techniques, tools, technologies, people, organizations, policies, and environments,&nbsp;as&nbsp;all sides of the real-world problems.</span></p>\r\n
    <p><img src="/images/Types_of_AI.png" alt="Types_of_AI.png" width="804" height="306" /></p>\r\n
    <p><span style="color: #000000;"><em>Source: Simplilearn<br /><br /></em></span></p>\r\n
    <p><span style="color: #000000;">The mainstream <a href="technology/does-ai-create-or-destroy-jobs-what-is-the-real-threat-to-human-society-over-the-coming-decades" target="_blank" rel="noopener">human-centric AI</a>&nbsp;has some fundamental problems needing fundamental solutions.</span></p>\r\n
    <p><span style="color: #000000;">First, it is philosophy, or rather lack of any philosophy, and blindly relying on statistics, its processes, algorithms, and inductive inferences, needing a large volume of big data as the ”fuel” to train the model for the special tasks of the classifications and the predictions in very specific cases.</span></p>\r\n
    <p><span style="color: #000000;">Second, it is not a scientific AI agreed with the rules, principles, and method of science. Today’s AI is failing to deal with reality and its causality and mentality strictly following a scientific method of inquiry depending upon the reciprocal interaction of generalizations (hypothesis, laws, theories, and models) and observable/experimental data.</span></p>\r\n
    <p><span style="color: #000000;">Third, there is no common definition of AI, and each one sees AI in its own way. Generally, there are two groups of AI researchers, specialists and generalists.</span></p>\r\n
    <p><span style="color: #000000;">As a result, its trends are chaotic, sporadic and unsystematic, as the&nbsp;<a href="https://www.gartner.com/en/articles/the-4-trends-that-prevail-on-the-gartner-hype-cycle-for-ai-2021" target="_blank" rel="noopener">Gartner Hype Cycle for Artificial Intelligence 2021</a>&nbsp;demonstrates.<br /><br /></span></p>\r\n
    <p><img src="/images/AI_Classified.jpg" alt="AI_Classified.jpg" width="801" height="412" /></p>\r\n
    <p><em><span style="color: #000000;">Source:&nbsp;Aiiot</span><br /><br /></em></p>\r\n
    <p><span style="color: #000000;">Today’s narrow AI advances are due to the computing brute force: the rise of big data combined with the emergence of powerful graphics processing units (GPUs) for complex computations and the re-emergence of a decades-old AI computation model—the compute-hungry machine deep learning. Its proponents are now looking for a new equation for future AI innovation, that includes the advent of small data, more efficient deep learning models, deep reasoning, new AI hardware, such as neuromorphic chips or quantum computers, and progress toward unsupervised self-learning and transfer learning.</span></p>\r\n
    <p><span style="color: #000000;">Ultimately, researchers hope to create future AI systems that do more than mimic human thought patterns like reasoning and perception—they see it performing an entirely new type of thinking. While this might not happen in the very next wave of AI innovation, it’s in the sights of AI thought leaders.</span></p>\r\n
    <h2><span style="color: #10228b;"><strong>What Are The Elements of Transdisciplinary Artificial Intelligence?</strong></span></h2>\r\n
    <p><img src="/images/Semantic_Scholar.png" alt="Semantic_Scholar.png" width="802" height="451" /></p>\r\n
    <p><em>Source: Semantic Scholar</em></p>\r\n
    <p><img src="/images/Transdiciplinary_AI_Is_Needed.jpg" alt="Transdiciplinary_AI_Is_Needed.jpg" width="800" height="830" /></p>\r\n
    <p><span style="color: #000000;"><em>Source: ResearchGate</em></span></p>\r\n
    <p><span style="color: #000000;"><br />Transdisciplinary artificial intelligence embraces interdependent elements:</span></p>\r\n
    <h3><span style="color: #000000;">1. Philosophical AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial intelligence (AI) has closer scientific connections with philosophy than do other sciences, because AI shares many concepts with philosophy, e.g. action, consciousness, epistemology (what it is sensible to say about the world), and even free will.&nbsp;</span></p>\r\n
    <h3><span style="color: #000000;">2. Logical AI</span></h3>\r\n
    <p><span style="color: #000000;">Symbolic AI, Knowledge Engineering, Expert Systems, Rules-based AI and logical AI represent human knowledge in a declarative form are embedded into computer programs.</span></p>\r\n
    <h3><span style="color: #000000;">3. Physical AI</span></h3>\r\n
    <p><span style="color: #000000;">Physical AI refers to&nbsp;the use of AI techniques to solve problems that involve direct interaction with the physical world.</span></p>\r\n
    <h3><span style="color: #000000;">4. Chemical AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial Intelligence&nbsp;(AI) is being used more and more by chemists to perform various tasks.</span></p>\r\n
    <h3><span style="color: #000000;">5 .Weak and Narrow AI; Strong and General AI; Superhuman and Superintelligence AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial intelligence and its different forms&nbsp;are impacting the&nbsp;future&nbsp;of virtually every industry and every human being.</span></p>\r\n
    <h3><span style="color: #000000;">6. Biological AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial intelligence is transforming our understanding of protein folding. And it’s essential that all data be open.</span></p>\r\n
    <h3><span style="color: #000000;">7. Cognitive AI</span></h3>\r\n
    <p><span style="color: #000000;">Cognitive AI is&nbsp;typically used to describe&nbsp;AI systems that aim to simulate human thought.</span></p>\r\n
    <h3><span style="color: #000000;">8. Social AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial intelligence researchers are employing machine learning algorithms to aid tasks as diverse as&nbsp;driving cars,&nbsp;diagnosing medical conditions, and&nbsp;screening job candidates. These applications raise a number of complex new social and ethical issues.</span></p>\r\n
    <h3><span style="color: #000000;">9. Economic AI</span></h3>\r\n
    <p><span style="color: #000000;">AI techniques have much to contribute to economics studies that often seek to detect (causal) patterns in data.&nbsp;</span></p>\r\n
    <h3><span style="color: #000000;">10. Political AI</span></h3>\r\n
    <p><span style="color: #000000;">Artificial intelligence&nbsp;could be one the most powerful tools for policymakers to pursue a data-driven policy approach, with machine learning, predictive analytics techniques, it will provide a precise image of what the country needs and how its problems could be solved.</span></p>\r\n
    <h3><span style="color: #000000;">11. Environmental AI</span></h3>\r\n
    <p><span style="color: #000000;">The emergence of artificial intelligence can pave the way towards pursuing the United Nations’ Sustainable Development Goals (SDGs) for protecting our environment. AI technologies and algorithms are being developed to monitor pollution levels, reduce energy consumption, and better understand the effects of climate change.&nbsp;</span></p>\r\n
    <h2><span style="color: #10228b;">Transdisciplinary Artificial Intelligence and The Future of Humanity</span></h2>\r\n
    <p><img src="/images/Explainable_AI.png" alt="Explainable_AI.png" width="801" height="451" /></p>\r\n
    <p><span style="color: #000000;"><em>Source: Defense Advance Research Projects Agency</em></span></p>\r\n
    <p>&nbsp;</p>\r\n
    <p><span style="color: #000000;">Humanity's main purpose is surviving and preserving, reproducing and extending themselves, and at best, leaving some notable historical “foot printing”.</span></p>\r\n
    <p><span style="color: #000000;">In the Age of AI, things become radically different. A new race of superintelligent machines is on the horizon, raising existential questions for modern humanity.</span></p>\r\n
    <p><span style="color: #000000;">According to Elon Musk, the pace of progress in artificial intelligence is incredibly fast. It is growing at a pace close to exponential.&nbsp;</span></p>\r\n
    <p><span style="color: #000000;">There should be some regulatory oversight, maybe at the national and international level, just to make sure that we don’t do something very foolish.</span></p>\r\n
    <p><span style="color: #000000;">The development of full artificial intelligence could spell the end of the human race.</span></p>\r\n
    <p><span style="color: #000000;"><a href="https://issues.org/human-centered-ai/" target="_blank" rel="noopener">Artificial intelligence should be&nbsp;human-centred</a> by including the following aspects:</span></p>\r\n
    <ul>\r\n
    <li><span style="color: #000000;"><em>Explainable AI</em>, i.e., they allow humans to understand the reasons behind their recommendations or decisions;</span><br /><br /></li>\r\n
    <li><span style="color: #000000;"><em>Verifiable AI</em>, i.e., they guarantee fundamental properties like safety, privacy and security;</span><br /><br /></li>\r\n
    <li><span style="color: #000000;"><em>Physical AI</em>, it<strong>&nbsp;</strong>refers to the use of AI techniques to solve problems that involve direct interaction with the physical world, e.g., by observing the world through sensors or by modifying the world through actuators. &nbsp;What distinguishes Physical AI systems is their direct interaction with the physical world, contrasting with other AI types, e.g., financial recommendation systems (where AI is between the human and a database); chatbots (where AI interacts with the human via Internet); or AI chess-players (where a human moves the chess pieces and reports the chess board state to the AI algorithm).</span><br /><br /></li>\r\n
    <li><span style="color: #000000;"><em>Collaborative AI</em>, i.e., they can share knowledge with humans and take decisions jointly with them;</span><br /><br /></li>\r\n
    <li><span style="color: #000000;"><em>Integrative AI</em>, i.e., they can combine different requirements and methods into one AI system.</span></li>\r\n
    </ul>\r\n
    <h2><span style="color: #10228b;">Conclusion</span></h2>\r\n
    <p><img src="/images/Future_of_AI_-_Statista.jpeg" alt="Future_of_AI_-_Statista.jpeg" width="800" height="570" /></p>\r\n
    <p><em><span style="color: #000000;"><a href="https://www.statista.com/chart/6810/the-future-of-ai/" target="_blank" rel="noopener">Source: Statista</a><br /><br /></span></em></p>\r\n
    <p><span style="color: #000000;">The future of the world could go both ways. Artificial intelligence has to pay more attention to humans, and we have to pay more attention to AI.</span></p>\r\n
    <p><span style="color: #000000;">The growing disconnect between artificial intelligence and humans will continue due to self-reinforcing mechanisms.</span></p>
    """
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AppController :: renderFooter (token = 851256)

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CookieController :: renderCookie (token = 05763b)

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"App\Controller\CookieController::renderCookie"
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