GET https://rct.dev.bbntimes.com/science/cyber-ai-machine-intelligence-and-cyberspace

Response
200 OK
IP
3.131.38.237
Profiled on
Token
644152

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 {#3588
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    3707 => Symfony\Component\WebLink\Link {#3707
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      -rel: [
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      -attributes: [
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    }
    3706 => Symfony\Component\WebLink\Link {#3706
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      -rel: [
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      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3705 => Symfony\Component\WebLink\Link {#3705
      -href: "/build/app.js"
      -rel: [
        "preload" => "preload"
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      -attributes: [
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    }
    3704 => Symfony\Component\WebLink\Link {#3704
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      -attributes: [
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    }
    3703 => Symfony\Component\WebLink\Link {#3703
      -href: "/build/term-condition.js"
      -rel: [
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      ]
      -attributes: [
        "as" => "script"
      ]
    }
    3702 => Symfony\Component\WebLink\Link {#3702
      -href: "/build/contact.js"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
    }
    3701 => Symfony\Component\WebLink\Link {#3701
      -href: "/build/scroll-infinite-article.js"
      -rel: [
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      ]
      -attributes: [
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      ]
    }
    3700 => Symfony\Component\WebLink\Link {#3700
      -href: "/build/app.css"
      -rel: [
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      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3699 => Symfony\Component\WebLink\Link {#3699
      -href: "/build/cookie-style.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3698 => Symfony\Component\WebLink\Link {#3698
      -href: "/build/term-condition-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
        "as" => "style"
      ]
    }
    3697 => Symfony\Component\WebLink\Link {#3697
      -href: "/build/contact-css.css"
      -rel: [
        "preload" => "preload"
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      -attributes: [
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      ]
    }
    3696 => Symfony\Component\WebLink\Link {#3696
      -href: "/build/comment-css.css"
      -rel: [
        "preload" => "preload"
      ]
      -attributes: [
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      ]
    }
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}
_route 
"article_show"
_route_params 
[
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]
_security_firewall_run 
"_security_main"
_stopwatch_token 
"aea761"
category 
"science"
slug 
"cyber-ai-machine-intelligence-and-cyberspace"

Request Headers

Header Value
accept 
"*/*"
accept-encoding 
"gzip, br, zstd, deflate"
connection 
"close"
cookie 
"PHPSESSID=7hmql8e1h4c5n3f1jgbui6aii7; laikanxia_cookie_id=250222165504357; laikanxia_google_v=1; care_did=adb3c50d-afa4-442a-83cc-25851674e737"
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 08:55:18 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 
"644152"

Cookies

Request Cookies

Key Value
PHPSESSID 
"7hmql8e1h4c5n3f1jgbui6aii7"
care_did 
"adb3c50d-afa4-442a-83cc-25851674e737"
laikanxia_cookie_id 
"250222165504357"
laikanxia_google_v 
"1"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created 
"Sat, 22 Feb 25 08:54:49 +0000"
Last used 
"Sat, 22 Feb 25 08:55:17 +0000"
Lifetime 
0

Session Attributes

Attribute Value
_csrf/https-comment 
"KHlfeNxM9oc2vdcHJkgu7_azmMM527EMX1QUIo1bbus"
_csrf/https-cookie_accept 
"wymV877hVT-Z28wGTiGekTEoEAcbEk25POv5wLDEITY"

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 
[
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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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    "line" => 181
    "function" => "show"
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    "line" => 197
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    "class" => "Symfony\Component\HttpKernel\HttpKernel"
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  [
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    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
    "type" => "->"
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      "/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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    "function" => "getToken"
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      "/var/www/vhosts/dev.bbntimes.com/rct.dev.bbntimes.com/vendor/autoload_runtime.php"
    ]
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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"
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  [
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    "function" => "onKernelResponse"
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    "function" => "__invoke"
    "class" => "Symfony\Component\EventDispatcher\Debug\WrappedListener"
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    "function" => "callListeners"
    "class" => "Symfony\Component\EventDispatcher\EventDispatcher"
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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=7hmql8e1h4c5n3f1jgbui6aii7; laikanxia_cookie_id=250222165504357; laikanxia_google_v=1; care_did=adb3c50d-afa4-442a-83cc-25851674e737"
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/cyber-ai-machine-intelligence-and-cyberspace"
REDIRECT_REDIRECT_SCRIPT_URL 
"/science/cyber-ai-machine-intelligence-and-cyberspace"
REDIRECT_REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS 
"200"
REDIRECT_REDIRECT_UNIQUE_ID 
"Z7mQ9riBoyj8JZ8-HGx1jQAAABU"
REDIRECT_SCRIPT_URI 
"https://rct.dev.bbntimes.com/science/cyber-ai-machine-intelligence-and-cyberspace"
REDIRECT_SCRIPT_URL 
"/science/cyber-ai-machine-intelligence-and-cyberspace"
REDIRECT_SSL_TLS_SNI 
"rct.dev.bbntimes.com"
REDIRECT_STATUS 
"200"
REDIRECT_UNIQUE_ID 
"Z7mQ9riBoyj8JZ8-HGx1jQAAABU"
REDIRECT_URL 
"/public/science/cyber-ai-machine-intelligence-and-cyberspace"
REMOTE_ADDR 
"3.131.38.237"
REMOTE_PORT 
"28337"
REQUEST_METHOD 
"GET"
REQUEST_SCHEME 
"https"
REQUEST_TIME 
1740214518
REQUEST_TIME_FLOAT 
1740214518.0598
REQUEST_URI 
"/science/cyber-ai-machine-intelligence-and-cyberspace"
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/cyber-ai-machine-intelligence-and-cyberspace"
SCRIPT_URL 
"/science/cyber-ai-machine-intelligence-and-cyberspace"
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 
"Z7mQ9riBoyj8JZ8-HGx1jQAAABU"

Sub Requests 6

CookieController :: renderAnalysis (token = 3399b2)

Key Value
_controller 
"App\Controller\CookieController::renderAnalysis"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"308fcf"

AppController :: renderHeader (token = c3cef6)

Key Value
_controller 
"App\Controller\AppController::renderHeader"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"8b99b2"
slug 
"home"

ArticleController :: trendingArticle (token = 7b0000)

Key Value
_controller 
"App\Controller\ArticleController::trendingArticle"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"e8f304"
category 
"Science"

ArticleController :: relatedArticles (token = 6102b8)

Key Value
_controller 
"App\Controller\ArticleController::relatedArticles"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"6e85ab"
current_article 
App\Entity\Article {#1094
  -id: 9068
  -title: "Cyber AI: Machine Intelligence and Cyberspace"
  -slug: "cyber-ai-machine-intelligence-and-cyberspace"
  -introtext: """
    <div id=":190" class="Ar Au Ao">\r\n
    <div id=":15p" class="Am Al editable LW-avf tS-tW tS-tY" tabindex="1" role="textbox" contenteditable="true" spellcheck="false" aria-label="Message Body" aria-multiline="true"><span style="color: #000000;">Recent advances in artificial intelligence (AI)&nbsp;could amplify the speed, power, and scale of machine intelligence in cyberspace.</span><br /><br /></div>\r\n
    """
  -content: """
    \r\n
    <div id=":15p" class="Am Al editable LW-avf tS-tW tS-tY" tabindex="1" role="textbox" contenteditable="true" spellcheck="false" aria-label="Message Body" aria-multiline="true">\r\n
    <h2>Cyberspace as a New hybrid reality</h2>\r\n
    <p>According to Britannica, Cyberspace is ... “virtual” world created by links between computers, Internet-enabled devices, servers, routers, and other components of the Internet’s infrastructure. The term cyberspace was first used by William Gibson in 1982 in his book Neuromancer, as the creation of a computer network in a world filled with artificially intelligent beings.</p>\r\n
    <p>The infrastructure of cyberspace is now fundamental to the functioning of national and international security systems, trade networks, emergency services, basic communications, and other public and private activities.&nbsp;</p>\r\n
    <p>In all, there are many various definitions, as listed below:</p>\r\n
    <ul>\r\n
    <li>Cyberspace as a digital reality</li>\r\n
    <li>Cyberspace as a immersive virtual reality</li>\r\n
    <li>Cyberspace as the flow of digital data through the network of interconnected computers</li>\r\n
    <li>Cyberspace as the Internet as a whole and the WWW</li>\r\n
    <li>Cyberspace&nbsp;as the environment of the Internet. .. The virtual space created by interconnected computers and computer networks on the Internet</li>\r\n
    <li>Cyberspace as the electronic medium of computer networks for online communication</li>\r\n
    <li>Cyberspace&nbsp;as a world of data/information/knowledge through the Internet</li>\r\n
    <li>Cyberspace as a location for the free sharing of data, knowledge, ideas, culture, and community</li>\r\n
    </ul>\r\n
    <h2>Intelligent Cyberspace = Real AI + Cyberspace</h2>\r\n
    <p>CyberAI is all about 5 interrelated universes, as the key factors of global intelligent cyberspace:</p>\r\n
    <ul>\r\n
    <li>Reality/world/universe/nature/environment/spacetime, as the totality of all entities and relationships;</li>\r\n
    <li>Intelligence/intellect/mind/reasoning/understanding, as human minds and AI/ML models;</li>\r\n
    <li>Data/information/knowledge universe, as the world wide web; data points, data sets, big data, global data, world’s data; digital data, data types, structures, patterns and relationships; information space, information entities, common and scientific and technological knowledge;</li>\r\n
    <li>Software universe, as the web applications, application software and system software, source or machine codes, as AI/ML codes, programs, languages, libraries;</li>\r\n
    <li>Hardware universe, as the Internet, the IoT, CPUs, GPUs, AI/ML chips, digital platforms, supercomputers, quantum computers, cyber-physical networks, intelligent machinery and humans</li>\r\n
    </ul>\r\n
    <p>How it is all represented, mapped, coded and processed in cyberspace by computing machinery of any complexity, from smartphones to the internet of everything and beyond.</p>\r\n
    <p>CyberAI is the science and engineering of reality-mentality-virtuality [continuum] cyberspace, its nature, intelligent information entities, models, theories, algorithms, codes, architectures, platforms, networks, and applications.</p>\r\n
    <p>Its subject is to develop the AI Cyberspace of physical, mental and digital worlds, the totality of any environments, physical, mental, digital or virtual, and application domains.</p>\r\n
    <p>CAI as a symbiotic hybrid human-machine superintelligence is to overrule the extant statistical narrow AI with its branches, as machine learning, deep learning, machine vision, NLP, cognitive computing, etc.</p>\r\n
    <h2>Real AI vs. Fake AI: Beneficial AI vs Adversarial AI</h2>\r\n
    <p>A major concern with today's AI is the so-called Adversarial AI [AAI], the malicious development and use of advanced digital technology and systems that have the ability to learn from past experiences, to reason or discover meaning from complex data.</p>\r\n
    <p>Such AAI machine learning systems are in need of high quality datasets to train their algorithms, and so liable to data poisoning attacks, whereby malicious users inject false training data corrupting the learned model..</p>\r\n
    <p>AAI technology enables armies of killer robots and AI-enhanced cyber weapons.</p>\r\n
    <p>Ultimately, the real danger of AAI lies in how it will enable cyber attackers.</p>\r\n
    <p>Major critical national infrastructures — security services, telecommunications, electric grids, dams, wastewater, and critical manufacturing — are vulnerable to physical damage from AAI-enhanced cyber attacks.</p>\r\n
    <h2>How AI Machine Learning Techniques Are Leading to Skynet</h2>\r\n
    <p>AI-enhanced cyber attacks against nuclear systems would be almost impossible to detect and authenticate, let alone attribute, within the short timeframe for initiating a nuclear strike. According to open sources, operators at the North American Aerospace Defense Command have less than three minutes to assess and confirm initial indications from early-warning systems of an incoming attack. This compressed decision-making timeframe could put political leaders under intense pressure to make a decision to escalate during a crisis, with incomplete (and possibly false) information about a situation.</p>\r\n
    <p>Ironically, new technologies designed to enhance information, such as 5G networks, machine learning, big-data analytics, and quantum computing, can also undermine its clear and reliable flow and communication, which is critical for effective deterrence.</p>\r\n
    <p>Advances in AI could also exacerbate this cyber security challenge by enabling improvements to cyber offense.&nbsp;</p>\r\n
    <p>AI applications designed to enhance cyber security for nuclear forces could simultaneously make cyber-dependent nuclear weapon systems (e.g., communications, data processing, or early-warning sensors) more vulnerable to cyber attacks.</p>\r\n
    <p>AI machine learning techniques might also exacerbate the escalation risks by manipulating the digital information landscape, where decisions about the use of nuclear weapons are made.&nbsp;</p>\r\n
    <h2>How Would You Define Cyberspace?</h2>\r\n
    <p>"Cyberspace is a global and dynamic domain (subject to constant change) characterized by the combined use of electrons and the electromagnetic spectrum, whose purpose is to create, store, modify, exchange, share, and extract, use, eliminate information and disrupt physical resources.</p>\r\n
    <p>Cyberspace includes: a) physical infrastructures and telecommunications devices that allow for the connection of technological and communication system networks, understood in the broadest sense (SCADA devices, smartphones/tablets, computers, servers, etc.); b) computer systems (see point a) and the related (sometimes embedded) software that guarantee the domain's basic operational functioning and connectivity; c) networks between computer systems; d) networks of networks that connect computer systems (the distinction between networks and networks of networks is mainly organizational); e) the access nodes of users and intermediaries routing nodes; f) constituent data (or resident data).</p>\r\n
    <p>Often, in common parlance (and sometimes in commercial language), networks of networks are called the Internet (with a lowercase i), while networks between computers are called intranet. Internet (with a capital I, in journalistic language sometimes called the Net) can be considered a part of the system a).</p>\r\n
    <p>A distinctive and constitutive feature of cyberspace is that no central entity exercises control over all the networks that make up this new domain.&nbsp;Just as in the real world there is no world government, cyberspace lacks an institutionally predefined hierarchical center. To cyberspace, a domain without a hierarchical ordering principle, we can, therefore, extend the definition of international politics coined by Kenneth Waltz: as being "with no system of law enforceable." This does not mean that the dimension of power in cyberspace is absent, nor that power is dispersed and scattered into a thousand invisible streams, nor that it is evenly spread across myriad people and organizations, as some scholars had predicted.</p>\r\n
    <p>On the contrary, cyberspace is characterized by a precise structuring of hierarchies of power".</p>\r\n
    </div>\r\n
    </div>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1626177958 {#1145
    date: 2021-07-13 12:05:58.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1626178236 {#1150
    date: 2021-07-13 12:10:36.0 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: 5073
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1626177958 {#1148
    date: 2021-07-13 12:05:58.0 UTC (+00:00)
  }
  -metakey: "Cyber AI: Machine Intelligence and Cyberspace"
  -metadesc: "Recent advances in artificial intelligence (AI)\u{A0}could amplify the speed, power, and scale of machine intelligence in cyberspace."
  -robots: null
  -publishedAt: DateTime @1626177958 {#1147
    date: 2021-07-13 12:05:58.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 0c0df0)

Key Value
_controller 
"App\Controller\AppController::renderFooter"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"be8936"

CookieController :: renderCookie (token = 143764)

Key Value
_controller 
"App\Controller\CookieController::renderCookie"
_format 
"html"
_locale 
"en"
_stopwatch_token 
"0d52cc"