GET https://rct.dev.bbntimes.com/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots

Response
200 OK
IP
18.116.45.122
Profiled on
Token
cd289b

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 {#3613
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    3732 => Symfony\Component\WebLink\Link {#3732
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      -attributes: [
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    3731 => Symfony\Component\WebLink\Link {#3731
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      -rel: [
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      -attributes: [
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    3730 => Symfony\Component\WebLink\Link {#3730
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      -attributes: [
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      -rel: [
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      -attributes: [
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      ]
    }
    3727 => Symfony\Component\WebLink\Link {#3727
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      ]
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      ]
    }
    3726 => Symfony\Component\WebLink\Link {#3726
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      -rel: [
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      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3725 => Symfony\Component\WebLink\Link {#3725
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      -attributes: [
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      ]
    }
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      ]
      -attributes: [
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      ]
    }
    3723 => Symfony\Component\WebLink\Link {#3723
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      -rel: [
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      -attributes: [
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    3722 => Symfony\Component\WebLink\Link {#3722
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      -attributes: [
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    3721 => Symfony\Component\WebLink\Link {#3721
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}
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"article_show"
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[
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]
_security_firewall_run 
"_security_main"
_stopwatch_token 
"d1555e"
category 
"technology"
slug 
"how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=c3quk9sn34egg4bucduk6a49m2"
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 
"Wed, 16 Apr 2025 07:48:22 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 
"cd289b"

Cookies

Request Cookies

Key Value
PHPSESSID 
"c3quk9sn34egg4bucduk6a49m2"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Wed, 16 Apr 25 07:47:09 +0000"
Last used 
"Wed, 16 Apr 25 07:48:21 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"LQR91eLtBw3j6Paqhz0_ulQjgbf66pZi-5HCuMO0IPA"
_csrf/https-cookie_accept 
"GM4kd8x9uHfQhmaWCkk1XBRZka_EzNkje61brYP_tH8"

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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    "file" => "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/symfony/http-kernel/HttpKernel.php"
    "line" => 181
    "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"
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    "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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    "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" => "handle"
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    "function" => "handleRaw"
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    "type" => "->"
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    "function" => "handle"
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    "function" => "run"
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  [
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    "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" => "->"
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  [
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    "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"
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    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
    "type" => "->"
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    "function" => "dispatch"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
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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" => "filterResponse"
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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=c3quk9sn34egg4bucduk6a49m2"
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/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
REDIRECT_REDIRECT_SCRIPT_URL 
"/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z_9gxmge1xMBiYOLLKJa8AAAAEA"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
REDIRECT_SCRIPT_URL 
"/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z_9gxmge1xMBiYOLLKJa8AAAAEA"
REDIRECT_URL 
"/public/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
REMOTE_ADDR 
"18.116.45.122"
REMOTE_PORT 
"48122"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1744789702
REQUEST_TIME_FLOAT 
1744789702.1106
REQUEST_URI 
"/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
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/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
SCRIPT_URL 
"/technology/how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
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 
"Z_9gxmge1xMBiYOLLKJa8AAAAEA"

Sub Requests 6

CookieController :: renderAnalysis (token = 0490e3)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"7d5fef"

AppController :: renderHeader (token = f66094)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"0f4968"
slug 
"home"

ArticleController :: trendingArticle (token = 03db96)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"c9764e"
category 
"Technology"

ArticleController :: relatedArticles (token = b9c657)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"f8508e"
current_article 
App\Entity\Article {#1094
  -id: 11547
  -title: "How Blockchain & Artificial Intelligence Optimize the Functioning of Swarm Robots"
  -slug: "how-blockchain-artificial-intelligence-optimize-the-functioning-of-swarm-robots"
  -introtext: "<p>Artificial intelligence (AI) and blockchain provide endless possibilities.</p>\r\n"
  -content: """
    \r\n
    <p>Combing blockchain and artificial intelligence has enhanced the efficiencies of swarm robots through the installation of smart protocols to navigate past traditional challenges.</p>\r\n
    <p class="text-muted"><a href="technology/swarm-robots-technology-inspired-by-nature" target="_blank" rel="noopener">Swarm robots</a>&nbsp;in today’s world have revolutionized different applications, be it in health, manufacturing, tourism, education, and different other fields. Their versatile characteristics make these robots an ideal choice for applications of the future. Robots have solved several traditional problems but are hindered by various issues like data security, unnamed navigation problems and communication between the swarm robots. To solve all these problems,&nbsp;<a href="technology/how-blockchain-is-changing-the-manufacturing-industry" target="_blank" rel="noopener">blockchain and AI have been employed</a>&nbsp;to make the operations more secure, flexible and even more profitable to run. The emerging technology helps in combining different algorithms and solving a majority of these issues.</p>\r\n
    <h2>No Requirement of Human Guidance</h2>\r\n
    <p>Swarm robots are becoming increasingly popular and are providing a cost-effective solution for day-to-day human requirements. A majority of robotic activities require some form of human supervision to function at their peak. But blockchain and AI form a strong cognizance and create a set of algorithms that devise complete autonomy to the robots. Blockchain stores massive blocks of data that guide robotic swarms to interpret data and use it across different applications. The nodes in the blockchain network keep track of the internal channels and execute their computations through mechanical and electronic functions.</p>\r\n
    <p><img src="/images/Blockchain_Swarm_Robots.png" alt="Blockchain_Swarm_Robots.png" width="750" height="760" /></p>\r\n
    <h2>Consensus Protocol</h2>\r\n
    <p>Consensus has been a major problem prevailing amongst swarm robots. The problem can be divided into discrete or continuous problems. Discrete problems are formalized and require the swarm to agree to a set of finite choices. In continuous problems, the robots have to agree upon infinite choices creating an estimation problem. To achieve or predict an exact number in this protocol is not possible. With blockchain and AI technology, the sample size of the data can be shrunk to get an approximate consensus. Here the robots calculate an average based on its estimate and project it to its neighboring prodigies.</p>\r\n
    <h2>Advanced Security</h2>\r\n
    <p>An automated blockchain system naturally raises the risk of security and safety of the data against deception.&nbsp;Blockchains today store up to&nbsp;250 GB&nbsp;of important information&nbsp;in their centralized storage. A&nbsp;secure data source&nbsp;can allow the swarm of robots to work efficiently across multiple channels. To ensure a consensus-protected algorithm, advanced encryption techniques have been used to safeguard these systems. The most common encryption techniques are digital cryptographic signatures and secure public key cryptography that forms the structure of a blockchain operation. These smart algorithms ensure that data is shared securely across the robotic channels. The highly secured data is assigned with public and private keys to one robot in the swarm. The public key projects foremost information available, while the private key identifies robots or personnel before initiating a communication line.</p>\r\n
    <h2>Conclusion&nbsp;</h2>\r\n
    <p>Finding the best way to accomplish different tasks using a swarm of robots has been the biggest challenge in the market.</p>\r\n
    <p><img src="/images/Swarm_Robots_AI.jpg" alt="Swarm_Robots_AI.jpg" width="750" height="314" /><br /><br />Blockchain and AI with <a href="financial/blockchain-predictions-to-watch-out-for-in-2023" target="_blank" rel="noopener">smart contracts</a>, versatile algorithms, game theory, and economic mechanisms provide the best solution to assign work to robotic swarms. The rapid improvement and development of blockchain technology will slowly develop the efficiency and functionality of swarm robots across different applications.</p>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1685973960 {#1145
    date: 2023-06-05 14:06:00.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1685974184 {#1150
    date: 2023-06-05 14:09:44.0 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: 18032
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1685973960 {#1148
    date: 2023-06-05 14:06:00.0 UTC (+00:00)
  }
  -metakey: "How Blockchain & Artificial Intelligence Optimize the Functioning of Swarm Robots"
  -metadesc: "Artificial intelligence (AI) and blockchain provide endless possibilities."
  -robots: null
  -publishedAt: DateTime @1685973960 {#1147
    date: 2023-06-05 14:06:00.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 0dad33)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"30e6fc"

CookieController :: renderCookie (token = 9bd7b2)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"1574da"