Redirect 302 redirect from GET @entry_comment_create (7f7c3f)

Security

Token

There is no security token.

Firewall

main Name
Security enabled
Stateless

Configuration

Key Value
provider security.user.provider.concrete.app_user_provider
context main
entry_point App\Security\KbinAuthenticator
user_checker App\Security\UserChecker
access_denied_handler (none)
access_denied_url (none)
authenticators
[
  "two_factor"
  "remember_me"
  "App\Security\KbinAuthenticator"
  "App\Security\FacebookAuthenticator"
  "App\Security\GoogleAuthenticator"
  "App\Security\GithubAuthenticator"
  "App\Security\KeycloakAuthenticator"
]

Listeners

Listener Duration Response
Symfony\Component\Security\Http\Firewall\ChannelListener {#723
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
  -logger: Monolog\Logger {#783 …}
  -httpPort: 80
  -httpsPort: 443
}
0.00 ms (none)
Symfony\Component\Security\Http\Firewall\ContextListener {#706
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\TokenStorage {#1017 …}
  -sessionKey: "_security_main"
  -logger: Monolog\Logger {#783 …}
  -userProviders: Symfony\Component\DependencyInjection\Argument\RewindableGenerator {#705 …}
  -dispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
  -registered: false
  -trustResolver: Scheb\TwoFactorBundle\Security\Authentication\AuthenticationTrustResolver {#780 …}
  -sessionTrackerEnabler: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage::enableUsageTracking(): void {#703 …}
}
19.29 ms (none)
Symfony\Component\Security\Http\Firewall\AuthenticatorManagerListener {#584
  -authenticatorManager: Symfony\Component\Security\Http\Authentication\AuthenticatorManager {#595 …}
}
0.00 ms (none)
Scheb\TwoFactorBundle\Security\Http\Firewall\TwoFactorAccessListener {#582
  -twoFactorFirewallConfig: Scheb\TwoFactorBundle\Security\TwoFactor\TwoFactorFirewallConfig {#842 …}
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -twoFactorAccessDecider: Scheb\TwoFactorBundle\Security\Authorization\TwoFactorAccessDecider {#581 …}
}
0.07 ms (none)
Symfony\Component\Security\Http\Firewall\AccessListener {#579
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -accessDecisionManager: Symfony\Component\Security\Core\Authorization\TraceableAccessDecisionManager {#937 …}
  -map: Symfony\Component\Security\Http\AccessMap {#722 …}
}
0.00 ms (none)
Symfony\Component\Security\Http\Firewall\LogoutListener {#786
  -tokenStorage: Symfony\Component\Security\Core\Authentication\Token\Storage\UsageTrackingTokenStorage {#1018 …}
  -options: [
    "csrf_parameter" => "_csrf_token"
    "csrf_token_id" => "logout"
    "logout_path" => "app_logout"
  ]
  -httpUtils: Symfony\Component\Security\Http\HttpUtils {#841 …}
  -csrfTokenManager: Symfony\Component\Security\Csrf\CsrfTokenManager {#1015 …}
  -eventDispatcher: Symfony\Component\EventDispatcher\Debug\TraceableEventDispatcher {#747 …}
}
0.00 ms (none)

Authenticators

No authenticators have been recorded. Check previous profiles on your authentication endpoint.

Access Decision

affirmative Strategy
# Voter class
1
"Symfony\Component\Security\Core\Authorization\Voter\AuthenticatedVoter"
2
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
3
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
4
"Symfony\Component\Security\Core\Authorization\Voter\ExpressionVoter"
5
"App\Security\Voter\EntryCommentVoter"
6
"App\Security\Voter\EntryVoter"
7
"App\Security\Voter\MagazineVoter"
8
"App\Security\Voter\MessageThreadVoter"
9
"App\Security\Voter\MessageVoter"
10
"App\Security\Voter\NotificationVoter"
11
"App\Security\Voter\OAuth2UserConsentVoter"
12
"App\Security\Voter\PostCommentVoter"
13
"App\Security\Voter\PostVoter"
14
"App\Security\Voter\UserVoter"

Access decision log

# Result Attributes Object
1 DENIED ROLE_USER
null
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
ACCESS ABSTAIN
"Symfony\Component\Security\Core\Authorization\Voter\RoleHierarchyVoter"
ACCESS DENIED
"App\Security\Voter\EntryCommentVoter"
ACCESS ABSTAIN
"App\Security\Voter\EntryVoter"
ACCESS ABSTAIN
"App\Security\Voter\MagazineVoter"
ACCESS ABSTAIN
"App\Security\Voter\MessageThreadVoter"
ACCESS ABSTAIN
"App\Security\Voter\MessageVoter"
ACCESS ABSTAIN
"App\Security\Voter\NotificationVoter"
ACCESS ABSTAIN
"App\Security\Voter\OAuth2UserConsentVoter"
ACCESS ABSTAIN
"App\Security\Voter\PostCommentVoter"
ACCESS ABSTAIN
"App\Security\Voter\PostVoter"
ACCESS ABSTAIN
"App\Security\Voter\UserVoter"
ACCESS ABSTAIN
Show voter details
2 DENIED moderate
App\Entity\EntryComment {#1369
  +user: Proxies\__CG__\App\Entity\User {#1370 …}
  +entry: App\Entity\Entry {#1856 …}
  +magazine: App\Entity\Magazine {#312
    +icon: Proxies\__CG__\App\Entity\Image {#293 …}
    +name: "asklemmy@lemmy.world"
    +title: "asklemmy"
    +description: """
      A Fediverse community for open-ended, thought provoking questions\n
      -----------------------------------------------------------------\n
      \n
      ---\n
      \n
      **Rules: (interactive)**\n
      ------------------------\n
      \n
      ---\n
      \n
      1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
      \n
      ---\n
      \n
      2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
      \n
      ---\n
      \n
      3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
      \n
      ---\n
      \n
      4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
      \n
      ---\n
      \n
      5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
      \n
      ---\n
      \n
      Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
      \n
      Partnered Communities:\n
      ----------------------\n
      \n
      [Tech Support](/c/techsupport@lemmy.world)\n
      \n
      [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
      \n
      [You Should Know](/c/youshouldknow@lemmy.world)\n
      \n
      [Reddit](/c/reddit@lemmy.world)\n
      \n
      [Jokes](/c/jokes@lemmy.world)\n
      \n
      [Ask Ouija](/c/askouija@lemmy.world)\n
      \n
      ---\n
      \n
      Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
      \n
      ---\n
      \n
      ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 1179
    +entryCommentCount: 42676
    +postCount: 3
    +postCommentCount: 67
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729583245 {#320
      date: 2024-10-22 09:47:25.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#284 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#280 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#269 …}
    +entries: Doctrine\ORM\PersistentCollection {#227 …}
    +posts: Doctrine\ORM\PersistentCollection {#185 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#247 …}
    +bans: Doctrine\ORM\PersistentCollection {#164 …}
    +reports: Doctrine\ORM\PersistentCollection {#150 …}
    +badges: Doctrine\ORM\PersistentCollection {#128 …}
    +logs: Doctrine\ORM\PersistentCollection {#118 …}
    +awards: Doctrine\ORM\PersistentCollection {#107 …}
    +categories: Doctrine\ORM\PersistentCollection {#94 …}
    -id: 49
    +apId: "asklemmy@lemmy.world"
    +apProfileId: "https://lemmy.world/c/asklemmy"
    +apPublicUrl: "https://lemmy.world/c/asklemmy"
    +apFollowersUrl: "https://lemmy.world/c/asklemmy/followers"
    +apInboxUrl: "https://lemmy.world/inbox"
    +apDomain: "lemmy.world"
    +apPreferredUsername: "asklemmy"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1729583301 {#321
      date: 2024-10-22 09:48:21.0 +02:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1697177027 {#315
      date: 2023-10-13 08:03:47.0 +02:00
    }
  }
  +image: null
  +parent: Proxies\__CG__\App\Entity\EntryComment {#2451 …}
  +root: Proxies\__CG__\App\Entity\EntryComment {#2356 …}
  +body: """
    I think LLM’s are on the right track, while an LLM with its current architecture likely couldn’t without a ridiculous scale, they do show signs of understanding ( [businessinsider.com/chatgpt-open-ai-balancing-tas…](https://www.businessinsider.com/chatgpt-open-ai-balancing-task-convinced-microsoft-agi-closer-2023-5) ), pretending they are nothing more than autocompletes as the people here do is disingenuous, what it does is predict, and while that’s all it does, that’s also all that makes humans special, the human mind is an object that takes sensory input, and predicts what muscle movements would be best given the sensory input, in fact, our heavy reliance on prediction is the reason magic tricks fool us, the only way to accurately predict things is through reasoning and understanding, we don’t know what happens when we scale, and there’s a reason experts predictions of when AGI will come are getting closer and closer, right before the LLM boom the average prediction was something like 40 years (based on memory), now it’s like, 10.\n
    \n
    I consider an LLM to be akin to what would happen if a persons thoughts were immediately transformed into words, without any layer of verification, you think plenty of wrong things, but you don’t say the wrong things you think because you have a layer of verification before speech, and it turns out, according to recent research, adding a verification layer to LLM’s is extremely potent: [arxiv.org/abs/2203.14465](https://arxiv.org/abs/2203.14465)\n
    \n
    It seems, according to this paper, that the trick is to have an LLM generate thousands of possible outputs, and have a separate tool verify their correctness, and then only present the correct output, this could possibly solve hallucination, which is one of the biggest roadblocks to actual intelligence.\n
    \n
    While we aren’t at true intelligence yet, we are creating the building blocks that will allow for it, and it will happen, and the experts believe it’s coming soon, LLM’s are not insignificant in terms of progress.\n
    \n
    These are tools made of the same component parts as our brain, admittedly, it takes approximately one thousand artificial neurons to simulate a real neuron, but the fact of the matter is, our minds are quite similar to these artificial minds, the artificial minds are just much, much, much, much more simple, it turns out, intelligence is likely a matter of statistical analysis.
    """
  +lang: "en"
  +isAdult: false
  +favouriteCount: 0
  +score: 0
  +lastActive: DateTime @1700954822 {#1769
    date: 2023-11-26 00:27:02.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@NotSpez@lemm.ee"
    "@Communist@lemmy.ml"
    "@gens@programming.dev"
  ]
  +children: Doctrine\ORM\PersistentCollection {#2466 …}
  +nested: Doctrine\ORM\PersistentCollection {#2288 …}
  +votes: Doctrine\ORM\PersistentCollection {#2446 …}
  +reports: Doctrine\ORM\PersistentCollection {#2439 …}
  +favourites: Doctrine\ORM\PersistentCollection {#2489 …}
  +notifications: Doctrine\ORM\PersistentCollection {#60 …}
  -id: 164261
  -bodyTs: "'/abs/2203.14465](https://arxiv.org/abs/2203.14465)':235 '/chatgpt-open-ai-balancing-tas':32 '/chatgpt-open-ai-balancing-task-convinced-microsoft-agi-closer-2023-5)':35 '10':164 '40':155 'accord':219,238 'accur':110 'actual':283 'ad':223 'admit':337 'agi':136 'akin':171 'allow':301 'also':64 'analysi':387 'approxim':340 'architectur':16 'aren':287 'artifici':343,364,367 'arxiv.org':234 'arxiv.org/abs/2203.14465](https://arxiv.org/abs/2203.14465)':233 'autocomplet':42 'averag':150 'base':157 'believ':311 'best':87 'biggest':280 'block':298 'boom':148 'brain':336 'build':297 'businessinsider.com':31 'businessinsider.com/chatgpt-open-ai-balancing-tas':30 'closer':141,143 'come':138,314 'compon':332 'consid':166 'correct':262,268 'could':271 'couldn':18 'creat':295 'current':15 'disingenu':49 'expert':132,310 'extrem':231 'fact':93,352 'fool':104 'generat':250 'get':140 'given':88 'hallucin':274 'happen':123,175,307 'heavi':95 'human':68,71 'immedi':181 'input':79,91 'insignific':320 'intellig':284,291,380 'know':121 'layer':187,210,226 'like':17,154,163,382 'llm':3,12,147,168,228,249,316 'made':328 'magic':102 'make':67 'matter':355,384 'memori':159 'mind':72,358,365,368 'movement':84 'much':371,372,373,374 'muscl':83 'neuron':344,349 'noth':39 'object':75 'one':277,341 'output':254,269 'paper':241 'part':333 'peopl':45 'person':178 'plenti':192 'possibl':253,272 'potent':232 'predict':54,81,98,111,133,151 'present':266 'pretend':36 'progress':324 'quit':360 'real':348 'reason':101,115,131 'recent':221 'relianc':96 'research':222 'ridicul':22 'right':8,144 'roadblock':281 'say':200 'scale':23,126 'seem':237 'sensori':78,90 'separ':258 'show':26 'sign':27 'similar':361 'simpl':376 'simul':346 'solv':273 'someth':153 'soon':315 'special':69 'speech':214 'statist':386 'take':77,339 'term':322 'thing':112,195,203 'think':2,191,205 'thought':179 'thousand':251,342 'tool':259,327 'track':9 'transform':182 'trick':103,244 'true':290 'turn':217,378 'understand':29,117 'us':105 'verif':189,212,225 'verifi':260 'way':108 'without':20,185 'word':184 'would':85,174 'wrong':194,202 'www.businessinsider.com':34 'www.businessinsider.com/chatgpt-open-ai-balancing-task-convinced-microsoft-agi-closer-2023-5)':33 'year':156 'yet':292"
  +ranking: 0
  +commentCount: 0
  +upVotes: 0
  +downVotes: 0
  +visibility: "visible             "
  +apId: "https://lemmy.ml/comment/6119570"
  +editedAt: DateTimeImmutable @1701553906 {#1945
    date: 2023-12-02 22:51:46.0 +01:00
  }
  +createdAt: DateTimeImmutable @1700954822 {#1368
    date: 2023-11-26 00:27:02.0 +01:00
  }
}
"Scheb\TwoFactorBundle\Security\Authorization\Voter\TwoFactorInProgressVoter"
ACCESS ABSTAIN
"App\Security\Voter\EntryCommentVoter"
ACCESS DENIED
"App\Security\Voter\EntryVoter"
ACCESS ABSTAIN
"App\Security\Voter\MagazineVoter"
ACCESS ABSTAIN
"App\Security\Voter\MessageThreadVoter"
ACCESS ABSTAIN
"App\Security\Voter\MessageVoter"
ACCESS ABSTAIN
"App\Security\Voter\NotificationVoter"
ACCESS ABSTAIN
"App\Security\Voter\OAuth2UserConsentVoter"
ACCESS ABSTAIN
"App\Security\Voter\PostCommentVoter"
ACCESS ABSTAIN
"App\Security\Voter\PostVoter"
ACCESS ABSTAIN
"App\Security\Voter\UserVoter"
ACCESS ABSTAIN
Show voter details
3 DENIED edit
App\Entity\EntryComment {#1369
  +user: Proxies\__CG__\App\Entity\User {#1370 …}
  +entry: App\Entity\Entry {#1856 …}
  +magazine: App\Entity\Magazine {#312
    +icon: Proxies\__CG__\App\Entity\Image {#293 …}
    +name: "asklemmy@lemmy.world"
    +title: "asklemmy"
    +description: """
      A Fediverse community for open-ended, thought provoking questions\n
      -----------------------------------------------------------------\n
      \n
      ---\n
      \n
      **Rules: (interactive)**\n
      ------------------------\n
      \n
      ---\n
      \n
      1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
      \n
      ---\n
      \n
      2) All posts must end with a '?'This is sort of like Jeopardy. Please phrase all post titles in the form of a proper question ending with ?\n
      \n
      ---\n
      \n
      3) No spamPlease do not flood the community with nonsense. Actual suspected spammers will be banned on site. No astroturfing.\n
      \n
      ---\n
      \n
      4) NSFW is okay, within reasonJust remember to tag posts with either a content warning or a [NSFW] tag. Overtly sexual posts are not allowed, please direct them to either [!asklemmyafterdark@lemmy.world](https://lemmy.world/c/asklemmyafterdark) or [!asklemmynsfw@lemmynsfw.com](https://lemmynsfw.com/c/asklemmynsfw). NSFW comments should be restricted to posts tagged [NSFW].\n
      \n
      ---\n
      \n
      5) This is not a support community.It is not a place for ‘how do I?’, type questions. If you have any questions regarding the site itself or would like to report a community, please direct them to [Lemmy.world Support](https://lemmy.world/c/support) or email info@lemmy.world. For other questions check our partnered communities list, or use the search function.\n
      \n
      ---\n
      \n
      Reminder: The [terms of service](https://legal.lemmy.world/tos/) apply here too.\n
      \n
      Partnered Communities:\n
      ----------------------\n
      \n
      [Tech Support](/c/techsupport@lemmy.world)\n
      \n
      [No Stupid Questions](/c/nostupidquestions@lemmy.world)\n
      \n
      [You Should Know](/c/youshouldknow@lemmy.world)\n
      \n
      [Reddit](/c/reddit@lemmy.world)\n
      \n
      [Jokes](/c/jokes@lemmy.world)\n
      \n
      [Ask Ouija](/c/askouija@lemmy.world)\n
      \n
      ---\n
      \n
      Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
      \n
      ---\n
      \n
      ![](https://img.shields.io/lemmy/asklemmy%40lemmy.world?logo=lemmy&label=Total%20Subscribers)
      """
    +rules: null
    +subscriptionsCount: 1
    +entryCount: 1179
    +entryCommentCount: 42676
    +postCount: 3
    +postCommentCount: 67
    +isAdult: false
    +customCss: null
    +lastActive: DateTime @1729583245 {#320
      date: 2024-10-22 09:47:25.0 +02:00
    }
    +markedForDeletionAt: null
    +tags: null
    +moderators: Doctrine\ORM\PersistentCollection {#284 …}
    +ownershipRequests: Doctrine\ORM\PersistentCollection {#280 …}
    +moderatorRequests: Doctrine\ORM\PersistentCollection {#269 …}
    +entries: Doctrine\ORM\PersistentCollection {#227 …}
    +posts: Doctrine\ORM\PersistentCollection {#185 …}
    +subscriptions: Doctrine\ORM\PersistentCollection {#247 …}
    +bans: Doctrine\ORM\PersistentCollection {#164 …}
    +reports: Doctrine\ORM\PersistentCollection {#150 …}
    +badges: Doctrine\ORM\PersistentCollection {#128 …}
    +logs: Doctrine\ORM\PersistentCollection {#118 …}
    +awards: Doctrine\ORM\PersistentCollection {#107 …}
    +categories: Doctrine\ORM\PersistentCollection {#94 …}
    -id: 49
    +apId: "asklemmy@lemmy.world"
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    +apPublicUrl: "https://lemmy.world/c/asklemmy"
    +apFollowersUrl: "https://lemmy.world/c/asklemmy/followers"
    +apInboxUrl: "https://lemmy.world/inbox"
    +apDomain: "lemmy.world"
    +apPreferredUsername: "asklemmy"
    +apDiscoverable: true
    +apManuallyApprovesFollowers: null
    +privateKey: null
    +publicKey: null
    +apFetchedAt: DateTime @1729583301 {#321
      date: 2024-10-22 09:48:21.0 +02:00
    }
    +apDeletedAt: null
    +apTimeoutAt: null
    +visibility: "visible             "
    +createdAt: DateTimeImmutable @1697177027 {#315
      date: 2023-10-13 08:03:47.0 +02:00
    }
  }
  +image: null
  +parent: Proxies\__CG__\App\Entity\EntryComment {#2451 …}
  +root: Proxies\__CG__\App\Entity\EntryComment {#2356 …}
  +body: """
    I think LLM’s are on the right track, while an LLM with its current architecture likely couldn’t without a ridiculous scale, they do show signs of understanding ( [businessinsider.com/chatgpt-open-ai-balancing-tas…](https://www.businessinsider.com/chatgpt-open-ai-balancing-task-convinced-microsoft-agi-closer-2023-5) ), pretending they are nothing more than autocompletes as the people here do is disingenuous, what it does is predict, and while that’s all it does, that’s also all that makes humans special, the human mind is an object that takes sensory input, and predicts what muscle movements would be best given the sensory input, in fact, our heavy reliance on prediction is the reason magic tricks fool us, the only way to accurately predict things is through reasoning and understanding, we don’t know what happens when we scale, and there’s a reason experts predictions of when AGI will come are getting closer and closer, right before the LLM boom the average prediction was something like 40 years (based on memory), now it’s like, 10.\n
    \n
    I consider an LLM to be akin to what would happen if a persons thoughts were immediately transformed into words, without any layer of verification, you think plenty of wrong things, but you don’t say the wrong things you think because you have a layer of verification before speech, and it turns out, according to recent research, adding a verification layer to LLM’s is extremely potent: [arxiv.org/abs/2203.14465](https://arxiv.org/abs/2203.14465)\n
    \n
    It seems, according to this paper, that the trick is to have an LLM generate thousands of possible outputs, and have a separate tool verify their correctness, and then only present the correct output, this could possibly solve hallucination, which is one of the biggest roadblocks to actual intelligence.\n
    \n
    While we aren’t at true intelligence yet, we are creating the building blocks that will allow for it, and it will happen, and the experts believe it’s coming soon, LLM’s are not insignificant in terms of progress.\n
    \n
    These are tools made of the same component parts as our brain, admittedly, it takes approximately one thousand artificial neurons to simulate a real neuron, but the fact of the matter is, our minds are quite similar to these artificial minds, the artificial minds are just much, much, much, much more simple, it turns out, intelligence is likely a matter of statistical analysis.
    """
  +lang: "en"
  +isAdult: false
  +favouriteCount: 0
  +score: 0
  +lastActive: DateTime @1700954822 {#1769
    date: 2023-11-26 00:27:02.0 +01:00
  }
  +ip: null
  +tags: null
  +mentions: [
    "@NotSpez@lemm.ee"
    "@Communist@lemmy.ml"
    "@gens@programming.dev"
  ]
  +children: Doctrine\ORM\PersistentCollection {#2466 …}
  +nested: Doctrine\ORM\PersistentCollection {#2288 …}
  +votes: Doctrine\ORM\PersistentCollection {#2446 …}
  +reports: Doctrine\ORM\PersistentCollection {#2439 …}
  +favourites: Doctrine\ORM\PersistentCollection {#2489 …}
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      1) Be nice and; have funDoxxing, trolling, sealioning, racism, and toxicity are not welcomed in AskLemmy. Remember what your mother said: if you can’t say something nice, don’t say anything at all. In addition, the site-wide Lemmy.world terms of service also apply here. [Please familiarize yourself with them](https://legal.lemmy.world/tos/)\n
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    I think LLM’s are on the right track, while an LLM with its current architecture likely couldn’t without a ridiculous scale, they do show signs of understanding ( [businessinsider.com/chatgpt-open-ai-balancing-tas…](https://www.businessinsider.com/chatgpt-open-ai-balancing-task-convinced-microsoft-agi-closer-2023-5) ), pretending they are nothing more than autocompletes as the people here do is disingenuous, what it does is predict, and while that’s all it does, that’s also all that makes humans special, the human mind is an object that takes sensory input, and predicts what muscle movements would be best given the sensory input, in fact, our heavy reliance on prediction is the reason magic tricks fool us, the only way to accurately predict things is through reasoning and understanding, we don’t know what happens when we scale, and there’s a reason experts predictions of when AGI will come are getting closer and closer, right before the LLM boom the average prediction was something like 40 years (based on memory), now it’s like, 10.\n
    \n
    I consider an LLM to be akin to what would happen if a persons thoughts were immediately transformed into words, without any layer of verification, you think plenty of wrong things, but you don’t say the wrong things you think because you have a layer of verification before speech, and it turns out, according to recent research, adding a verification layer to LLM’s is extremely potent: [arxiv.org/abs/2203.14465](https://arxiv.org/abs/2203.14465)\n
    \n
    It seems, according to this paper, that the trick is to have an LLM generate thousands of possible outputs, and have a separate tool verify their correctness, and then only present the correct output, this could possibly solve hallucination, which is one of the biggest roadblocks to actual intelligence.\n
    \n
    While we aren’t at true intelligence yet, we are creating the building blocks that will allow for it, and it will happen, and the experts believe it’s coming soon, LLM’s are not insignificant in terms of progress.\n
    \n
    These are tools made of the same component parts as our brain, admittedly, it takes approximately one thousand artificial neurons to simulate a real neuron, but the fact of the matter is, our minds are quite similar to these artificial minds, the artificial minds are just much, much, much, much more simple, it turns out, intelligence is likely a matter of statistical analysis.
    """
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    Logo design credit goes to: [tubbadu](/u/tubbadu@lemmy.world)\n
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