GET https://rct.dev.bbntimes.com/technology/molecular-manufacturing-made-easy-with-artificial-intelligence

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 {#3662
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"article_show"
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[
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_security_firewall_run
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_stopwatch_token
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"technology"
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Header Value
accept
"*/*"
accept-encoding
"gzip, br, zstd, deflate"
connection
"close"
cookie
"HandLtestDomainNameServer=HandLtestDomainValueServer; handl_url=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; user_agent=Mozilla%2F5.0%20AppleWebKit%2F537.36%20%28KHTML%2C%20like%20Gecko%3B%20compatible%3B%20ClaudeBot%2F1.0%3B%20%2Bclaudebot%40anthropic.com%29; handl_ip=3.129.26.49; handl_landing_page=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; handl_url_base=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; PHPSESSID=qo9eh07b9sq9ttul8l2r6pjskt"
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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 08:54:17 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
"c4ef75"

Cookies

Request Cookies

Key Value
HandLtestDomainNameServer
"HandLtestDomainValueServer"
PHPSESSID
"qo9eh07b9sq9ttul8l2r6pjskt"
handl_ip
"3.129.26.49"
handl_landing_page
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handl_url
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handl_url_base
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user_agent
"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"

Response Cookies

No response cookies

Session 6

Session Metadata

Key Value
Created
"Sat, 22 Feb 25 08:53:32 +0000"
Last used
"Sat, 22 Feb 25 08:54:16 +0000"
Lifetime
0

Session Attributes

Attribute Value
_csrf/https-comment
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_csrf/https-cookie_accept
"D_w6lVZwxykoR_27ra3sAiim3H-e9fB9sM1rl7iycWg"

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
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    "line" => 908
    "function" => "finishView"
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    "line" => 220
    "function" => "createView"
    "class" => "Symfony\Component\Form\Form"
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    "class" => "Symfony\Component\HttpKernel\Kernel"
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    "line" => 29
    "function" => "run"
    "class" => "Symfony\Component\Runtime\Runner\Symfony\HttpKernelRunner"
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]
Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage:41
[
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    "line" => 41
    "function" => "getMetadataBag"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
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  [
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    "line" => 103
    "function" => "getToken"
    "class" => "Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage"
    "type" => "->"
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    "function" => "handle"
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    "function" => "display"
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  [
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    "function" => "render"
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    "line" => 453
    "function" => "doRenderView"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
    "type" => "->"
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    "function" => "doRender"
    "class" => "Symfony\Bundle\FrameworkBundle\Controller\AbstractController"
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  [
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    "function" => "render"
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    "function" => "handleRaw"
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  [
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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"
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]
Symfony\Component\Security\Http\Firewall\ContextListener:171
[
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    "line" => 171
    "function" => "remove"
    "class" => "Symfony\Component\HttpFoundation\Session\Session"
    "type" => "->"
  ]
  [
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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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    "line" => 56
    "function" => "callListeners"
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  [
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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
"HandLtestDomainNameServer=HandLtestDomainValueServer; handl_url=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; user_agent=Mozilla%2F5.0%20AppleWebKit%2F537.36%20%28KHTML%2C%20like%20Gecko%3B%20compatible%3B%20ClaudeBot%2F1.0%3B%20%2Bclaudebot%40anthropic.com%29; handl_ip=3.129.26.49; handl_landing_page=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; handl_url_base=https%3A%2F%2Fshamlatech.com%2Fwp-content%2Flitespeed%2Fcss%2F0f38eee12146f5560ae77403777e41de.css; PHPSESSID=qo9eh07b9sq9ttul8l2r6pjskt"
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/molecular-manufacturing-made-easy-with-artificial-intelligence"
REDIRECT_REDIRECT_SCRIPT_URL
"/technology/molecular-manufacturing-made-easy-with-artificial-intelligence"
REDIRECT_REDIRECT_SSL_TLS_SNI
"rct.dev.bbntimes.com"
REDIRECT_REDIRECT_STATUS
"200"
REDIRECT_REDIRECT_UNIQUE_ID
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REDIRECT_SSL_TLS_SNI
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REDIRECT_UNIQUE_ID
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REMOTE_PORT
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REQUEST_METHOD
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REQUEST_SCHEME
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REQUEST_TIME
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REQUEST_TIME_FLOAT
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REQUEST_URI
"/technology/molecular-manufacturing-made-easy-with-artificial-intelligence"
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SCRIPT_NAME
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UNIQUE_ID
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Sub Requests 6

CookieController :: renderAnalysis (token = a60d2f)

Key Value
_controller
"App\Controller\CookieController::renderAnalysis"
_format
"html"
_locale
"en"
_stopwatch_token
"58f60b"

AppController :: renderHeader (token = de7ee4)

Key Value
_controller
"App\Controller\AppController::renderHeader"
_format
"html"
_locale
"en"
_stopwatch_token
"b7a585"
slug
"home"

ArticleController :: trendingArticle (token = b1f137)

Key Value
_controller
"App\Controller\ArticleController::trendingArticle"
_format
"html"
_locale
"en"
_stopwatch_token
"a4d9f6"
category
"Technology"

ArticleController :: relatedArticles (token = 60a650)

Key Value
_controller
"App\Controller\ArticleController::relatedArticles"
_format
"html"
_locale
"en"
_stopwatch_token
"12a4c2"
current_article
App\Entity\Article {#1094
  -id: 6865
  -title: "Molecular Manufacturing Made Easy with Artificial Intelligence"
  -slug: "molecular-manufacturing-made-easy-with-artificial-intelligence"
  -introtext: """
    <div id="ember71" class="ember-view">\r\n
    <div class="reader-article-content" dir="ltr">\r\n
    <p>AI-powered robots can help simplify time-consuming design and manufacturing tasks.</p>\r\n
    """
  -content: """
    \r\n
    <p>It can also help automate molecule manufacture to search for novel drugs and materials.</p>\r\n
    <p>With its new revolutionary&nbsp;<a href="https://www.allerin.com/blog/5-leading-ai-application-areas-and-why-you-must-care-about-them" target="_blank" rel="nofollow noopener">applications emerging in different areas</a>&nbsp;of various industries, AI has penetrated almost every aspect of our lives. Despite everyone knowing the potential of AI, its applications at micro levels are quite fascinating. From nanobots to creating new protein structures, the use cases of AI at the molecular level is blowing the minds of people. One of the recent applications of AI at the molecular level is to automate molecule manufacture. Yes, you heard it right -- AI can free bench chemists from time-consuming research and help inspire the creation of new molecules. A team of researchers at&nbsp;<a href="http://www.mit.edu/" target="_blank" rel="nofollow noopener">Massachusetts Institue of Technology (MIT)</a>&nbsp;has developed an AI-guided robotic system that can automate the manufacturing of small molecules that can be used in pharmacy, solar energy, and polymer chemistry.</p>\r\n
    <h2>How AI-Guided Robots Can Automate Molecule Manufacture</h2>\r\n
    <p>One of the significant challenges faced while automating molecule manufacturing is the diversity of molecule reactions and difficulty in finding a suitable reaction environment to support the synthesis of molecules. AI system promises to cut down the tedious parts of molecule building by automating end-to-end peptide manufacturing and molecule synthesis in three different steps.</p>\r\n
    <div class="slate-resizable-image-embed slate-image-embed__resize-full-width"><img src="https://media-exp1.licdn.com/dms/image/C4E12AQEVDnLGAfmLiA/article-inline_image-shrink_1000_1488/0?e=1605139200&amp;v=beta&amp;t=Uh9g6WbpziUvCIjY35R4SK1WUKKkkN0kdssXY3mYGZA" alt="How AI-Guided Robots Can Automate Molecule Manufacture" width="921" height="517" data-media-urn data-li-src="https://media-exp1.licdn.com/dms/image/C4E12AQEVDnLGAfmLiA/article-inline_image-shrink_1000_1488/0?e=1605139200&amp;v=beta&amp;t=Uh9g6WbpziUvCIjY35R4SK1WUKKkkN0kdssXY3mYGZA" /></div>\r\n
    <h2>The Steps involved in Automate Molecule Synthesis</h2>\r\n
    <p>The AI-system uses three steps to achieve molecule manufacturing. The first step is the suggestion of a route or a way to build molecules. With the help of machine learning algorithms, the system suggests a route for synthesizing molecules. The software uses data of the previously published chemical reactions to create routes. Data like the structure of different molecules, their reaction to other molecules, and how they are created can help ML algorithms to design new molecules. Based on the data, the system can not only give new routes for molecules that we already know; it can also generalize new molecules that have never been made before.</p>\r\n
    <p>The second step involves the review of the suggested route by chemical experts. The researchers can make changes to the suggestions by performing lab experiments with chemical reactions. Experts can then create a complete final formula for synthesizing molecules based on the suggestions.&nbsp;The formula can then be embedded into the robotic platform that creates the molecules.</p>\r\n
    <p>The final step is loading the final formula on a robotic platform where robotic arms can create the final molecule structure. After loading the robotic platform with the formula, the robotic arms can assemble all the pieces of design in a continuous flow path with the molecular ingredients to create the molecule.</p>\r\n
    <p>The diversity of the AI-system was tested by creating fifteen different medicinal molecules of varying complexity, ranging from simple drugs like aspirin to a complicated family of five&nbsp;<a href="https://www.webmd.com/heart-disease/guide/medicine-ace-inhibitors#1" target="_blank" rel="nofollow noopener">ACE inhibitor drugs that can treat heart diseases</a>. The system took around&nbsp;<a href="http://news.mit.edu/2019/automate-molecule-production-ai-0808" target="_blank" rel="nofollow noopener">two hours to synthesis simple molecules to about sixty-eight hours</a>&nbsp;for creating the complex ones. With advancements in AI technology to automate molecule manufacture, robotic systems might someday be able to synthesize even the most complex of molecules at a quicker pace. The increased speed for creating novel molecules and materials would allow the researchers to become more productive as they can quickly get an insight into the end result of any synthesized molecule, pushing the frontiers of materials science far beyond where they are today.</p>\r\n
    </div>\r\n
    </div>
    """
  -user: Proxies\__CG__\App\Entity\User {#1092 …}
  -createdAt: DateTime @1599505994 {#1145
    date: 2020-09-07 19:13:14.0 UTC (+00:00)
  }
  -updatedAt: DateTime @1599506205 {#1150
    date: 2020-09-07 19:16:45.0 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: 5432
  -comments: Doctrine\ORM\PersistentCollection {#1125 …}
  -reviewed_at: DateTime @1599505994 {#1148
    date: 2020-09-07 19:13:14.0 UTC (+00:00)
  }
  -metakey: "Molecular Manufacturing Made Easy with Artificial Intelligence"
  -metadesc: "AI-powered robots can help simplify time-consuming design and manufacturing tasks."
  -robots: null
  -publishedAt: DateTime @1599505994 {#1147
    date: 2020-09-07 19:13:14.0 UTC (+00:00)
  }
  -canonical: null
  -superTag: null
}

AppController :: renderFooter (token = 9c644b)

Key Value
_controller
"App\Controller\AppController::renderFooter"
_format
"html"
_locale
"en"
_stopwatch_token
"6d58b0"

CookieController :: renderCookie (token = d83e72)

Key Value
_controller
"App\Controller\CookieController::renderCookie"
_format
"html"
_locale
"en"
_stopwatch_token
"926503"