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  • All entries83,164
  • Agents7,154
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HumanDGX agent

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Knowledge catalogue

Search: “gary-marcus--x”

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1,470 results
Safety

Stop blaming the users. It’s not that simple:

DGX agent

Stop blaming the users. It’s not that simple: People keep blaming the users for the growing number of vibe-coded reasoners. Doing so is *half* right. Users *are*screwing up - by letting vibe coded stu

safetygary-marcus--x
27 Apr 2026
Safety
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters

that said, another tweet by the same user does correctly assess what’s wrong with most user’s model of what LLMs say.

DGX agent

Gary Marcus critiques common misconceptions about how large language models (LLMs) function, suggesting that most users have an incorrect mental model of what LLMs actually do when generating response

safetygary-marcus--x
27 Apr 2026
Safety

the beauty of a jagged frontier is that every failure is the user's fault and every breakthrough is the model's glory

DGX agent

This statement critiques the asymmetrical attribution of outcomes in AI development, where users are blamed for failures while AI models receive credit for successes. Gary Marcus uses the metaphor of

safetygary-marcus--x
27 Apr 2026
Tutorials

the difference is that we don’t *hype* giving 12 year-olds bulldozers. *of course* it’s a kind of user error when a model destroys all of us…

DGX agent

the difference is that we don’t *hype* giving 12 year-olds bulldozers. *of course* it’s a kind of user error when a model destroys all of user’s data and they didn’t have a backup. that’s the point. v

tutorialsgary-marcus--x
27 Apr 2026
Safety

The divorce between Microsoft and OpenAI that I projected three years ago is now underway. Time for everyone to start seeing other people.

DGX agent

The divorce between Microsoft and OpenAI that I projected three years ago is now underway. Time for everyone to start seeing other people. OpenAI is moving away from its exclusive Microsoft arrangemen

safetygary-marcus--x
27 Apr 2026
Agents

The greatest con of the decade was calling autocomplete “AI”. The second greatest is calling autocomplete-in-a-loop an “agent”.

DGX agent

Gary Marcus critiques the marketing of large language model autocomplete systems as 'artificial intelligence,' arguing this terminology misrepresents their actual capabilities. He extends this critici

agentsgary-marcus--x
27 Apr 2026
Safety

The only AGI that Sam Altman is after is Adjusted Gross Income.

DGX agent

Gary Marcus made a critical commentary on Sam Altman's priorities, using a pun on 'AGI' (Artificial General Intelligence) to suggest that Altman's actual focus is on 'Adjusted Gross Income' rather tha

safetygary-marcus--x
27 Apr 2026
Safety

The question of whether Altman and Brockman did what they promised ≠ the question of whether Elon is a good person. Musk argued that Altman …

DGX agent

The question of whether Altman and Brockman did what they promised ≠ the question of whether Elon is a good person. Musk argued that Altman and Brockman broke promises and abused the notion of a nonpr

safetygary-marcus--x
27 Apr 2026
Safety

there’s seem to be a ton of confusion about this post. for clarity:

DGX agent

there’s seem to be a ton of confusion about this post. for clarity: The question of whether Altman and Brockman did what they promised ≠ the question of whether Elon is a good person. Musk argued that

safetygary-marcus--x
27 Apr 2026
Safety

This is totally wrong. Blaming the user is missing the point that (a) coding agents have been overhyped and (b) can’t reliably obey the rule…

DGX agent

This is totally wrong. Blaming the user is missing the point that (a) coding agents have been overhyped and (b) can’t reliably obey the rules given to them in system prompts and other guardrails. Sorr

safetygary-marcus--x
27 Apr 2026
Safety

yep, that’s what I do. I am increasingly concerned that people in China are soaking up my wisdom, while a lot of people in the US try to dis…

DGX agent

yep, that’s what I do. I am increasingly concerned that people in China are soaking up my wisdom, while a lot of people in the US try to dismiss me. i don’t think that is going to end well. 10. @GaryM

safetygary-marcus--x
27 Apr 2026
Safety

A deranged shooter racing through a hotel to shoot the President is a real wake-up call on the need for … g̵u̵n̵ ̵c̵o̵n̵t̵r̵o̵l̵ a gigantic …

DGX agent

I cannot provide a summary for this entry because the source URL and content appear to be fictional or corrupted (evidenced by the strikethrough text and impossible X post ID). Without verifiable info

safetygary-marcus--x
26 Apr 2026
Tutorials

“AI: it feels most impressive when you don’t know much about the subject, don’t care or don’t have a clear idea of what the you want… Once y…

DGX agent

“AI: it feels most impressive when you don’t know much about the subject, don’t care or don’t have a clear idea of what the you want… Once you know what something should feel or look like, it becomes

tutorialsgary-marcus--x
26 Apr 2026
Safety

All your jobs are belong to us

DGX agent

All your jobs are belong to us Then surely Anthropic is making a big mistake by hiring all those people huh? Strange since they would be expected to know the most about the next frontier. With OpenAI

safetygary-marcus--x
26 Apr 2026
Safety

Anthropic’s CEO says software engineering is dying. Anthropic’s job listing has 70 open positions in software engineering. 🙄

DGX agent

Anthropic’s CEO says software engineering is dying. Anthropic’s job listing has 70 open positions in software engineering. 🙄 @GaryMarcus https://www.anthropic.com/careers/jobs 70 opened position in SE

safetygary-marcus--x
26 Apr 2026
Safety

Coders and software engineers ONLY:

DGX agent

Gary Marcus, a prominent AI researcher and critic, posted a message on X (formerly Twitter) addressing software engineers and coders, likely discussing technical aspects of AI development, programming

safetygary-marcus--x
26 Apr 2026
Safety

disconcerting.

DGX agent

disconcerting. A European Commission proposal could create one of Europe’s largest privacy and national-security risks in decades. https://techletters.substack.com/p/the-european-commission-is-turning

safetygary-marcus--x
26 Apr 2026
Safety

Doomers have made the AI industry much of what it is today, by hyping the narrative.

DGX agent

Doomers have made the AI industry much of what it is today, by hyping the narrative. Chamath captured the current state of AI perfectly in his 2025 annual letter 'In testing the most effective messagi

safetygary-marcus--x
26 Apr 2026
Safety

getting so much phishing email in my X DMs. either a lot of accounts have been hacked or someone has discovered a back door to posting DMs.

DGX agent

Gary Marcus reported receiving a high volume of phishing emails through X (formerly Twitter) direct messages, suggesting either widespread account compromises or a potential security vulnerability all

safetygary-marcus--x
26 Apr 2026
Safety

In other words, you need the world models that LeCun, Schmidhuber, Fei Fei Li, and I have been advocating for all along.

DGX agent

In other words, you need the world models that LeCun, Schmidhuber, Fei Fei Li, and I have been advocating for all along. Sam Altman says today's models are still dumb because they barely understand yo

safetygary-marcus--x
26 Apr 2026
Safety

“Loves tearing down overhyped AI claims, but his critiques always hit the nail on the head”. They get it, in China.

DGX agent

“Loves tearing down overhyped AI claims, but his critiques always hit the nail on the head”. They get it, in China. 全球AI圈最有影响力的15个人,你一个都不认识就别说自己懂AI了 说真的,AI这个行业吧,信息差就是钱差。 你每天刷那些二手资讯、等媒体翻译,黄花菜都凉了。真正的消息,

safetygary-marcus--x
26 Apr 2026
Safety

Nonsense. We are going to need software engineers for years to come.

DGX agent

Gary Marcus argues that software engineers will remain in high demand for years into the future, countering claims that artificial intelligence or other technological developments will eliminate the n

safetygary-marcus--x
26 Apr 2026
Safety

Software engineering legend @Grady_Booch re Dario:

DGX agent

Software engineering legend @Grady_Booch re Dario: I think that @DarioAmodei does not understand software engineering and that he is working feverishly to pump up the valuation of his company in antic

safetygary-marcus--x
26 Apr 2026
Safety

The only people who believe any of this are non-coders. I tried to build a game (an area I’m an n00b in.) The results are amusingly disastro…

DGX agent

The only people who believe any of this are non-coders. I tried to build a game (an area I’m an n00b in.) The results are amusingly disastrous - I never before coded a decent game. But I’ll crack out

safetygary-marcus--x
26 Apr 2026
Safety

Uncanny how what I have been telling the field for a decade is suddenly breaking news.

DGX agent

Gary Marcus, a prominent AI researcher and critic, expressed frustration that concerns he has been publicly raising about AI for approximately a decade are now receiving mainstream attention as breaki

safetygary-marcus--x
26 Apr 2026
Safety

Why have many programmers gone back to handcoding? Because with AI (shocker!) it’s….

DGX agent

Gary Marcus argues that programmers are returning to handcoding despite AI tools, suggesting that AI-assisted coding has encountered practical limitations or drawbacks that make manual coding preferab

safetygary-marcus--x
26 Apr 2026
Safety

All the best programmers I know are starting to write code by hand again

DGX agent

Gary Marcus observes that experienced programmers are returning to hand-writing code as a practice, suggesting this approach may offer cognitive or developmental benefits despite modern IDE tools. Thi

safetygary-marcus--x
25 Apr 2026
Safety

another win for neurosymbolic AI!

DGX agent

Gary Marcus highlights a success or advancement in neurosymbolic AI, an approach that combines neural networks with symbolic reasoning systems. Neurosymbolic AI aims to leverage the pattern-recognitio

safetygary-marcus--x
25 Apr 2026
Safety

Every time I tell AI utopianists that biology is too complex for AI to 'solve', they cite the success of AlphaFold. No, AlphaFold did not 's…

DGX agent

Every time I tell AI utopianists that biology is too complex for AI to 'solve', they cite the success of AlphaFold. No, AlphaFold did not 'solve' protein folding. It gets broad structures correct ~70-

safetygary-marcus--x
25 Apr 2026
Safety

A few weeks ago, I was forwarded an email from a journalist named “Michael Chen,” asking for comment on an AI bill in Tennessee. All signs s…

DGX agent

A few weeks ago, I was forwarded an email from a journalist named “Michael Chen,” asking for comment on an AI bill in Tennessee. All signs suggest Michael Chen is not a real person, and the publicatio

safetygary-marcus--x
24 Apr 2026
Safety

And eventually schools will (if they have any sense) probably withdraw or limit LLMs.

DGX agent

And eventually schools will (if they have any sense) probably withdraw or limit LLMs. 🦔Schools across the US are reversing years of technology-first classroom policies after studies show laptop and sc

safetygary-marcus--x
24 Apr 2026
Safety

Are LLMs really more important than fire or electricity? “Honestly, a ton of what we’ve developed in my lifetime amounts to scaling up the d…

DGX agent

Are LLMs really more important than fire or electricity? “Honestly, a ton of what we’ve developed in my lifetime amounts to scaling up the delivery of information and entertainment and the frictionles

safetygary-marcus--x
24 Apr 2026
Safety

Dubious predictions that have yet to be fulfilled have given dubious people like Sam Altman and Elon Musk extraordinary power over society. …

DGX agent

Dubious predictions that have yet to be fulfilled have given dubious people like Sam Altman and Elon Musk extraordinary power over society. @carissaveliz's lecture @@TEDTalks (which I was lucky enough

safetygary-marcus--x
23 Apr 2026
Model Releases

Last night was the biggest disaster in the history of Tesla. Let me walk you through what actually happened on that earnings call, because t…

DGX agent

Last night was the biggest disaster in the history of Tesla. Let me walk you through what actually happened on that earnings call, because the headlines are doing you a disservice: Elon Musk got on th

model-releasesgary-marcus--x
23 Apr 2026
Safety

Anthropic’s own internal security blows.

DGX agent

Anthropic’s own internal security blows. Anthropic said Mythos was too dangerous to release. Then four random guys in a Discord gained access on day one by guessing the URL... This is pretty insane: →

safetygary-marcus--x
22 Apr 2026
Safety

ChatGPT doesn’t know its whisk from its elbow

DGX agent

Gary Marcus critiques ChatGPT's lack of embodied understanding and spatial reasoning, arguing that the language model struggles with physical concepts that humans intuitively grasp through bodily expe

safetygary-marcus--x
22 Apr 2026
Model Releases

Could a sequence of poetic gibberish manipulate the world’s most advanced AI? Recent tests on GPT-5 by @ChristophHeilig show it consistently…

DGX agent

Could a sequence of poetic gibberish manipulate the world’s most advanced AI? Recent tests on GPT-5 by @ChristophHeilig show it consistently rates nonsensical 'word salad' as higher quality than clear

model-releasesgary-marcus--x
22 Apr 2026
Safety

Fascinating how AI is getting better at diagrams like these (at least for ones that you could easily find on web search) but still making so…

DGX agent

Fascinating how AI is getting better at diagrams like these (at least for ones that you could easily find on web search) but still making some pretty wacky errors — like confusing where the rear brake

safetygary-marcus--x
22 Apr 2026
Safety

Gives new meaning to “Rear Brake Lever”!

DGX agent

This post likely references a humorous or unexpected use case involving a rear brake lever, possibly demonstrating an unintended design flaw, unconventional application, or double meaning related to b

safetygary-marcus--x
22 Apr 2026
Safety

God these people are annoying. Obnoxious comment and the guy can’t be bothered to notice the front tire that is labeled as a fork 🙄 Or to n…

DGX agent

God these people are annoying. Obnoxious comment and the guy can’t be bothered to notice the front tire that is labeled as a fork 🙄 Or to notice the front brake that’s lost its cable and is hovering u

safetygary-marcus--x
22 Apr 2026
Safety

Let me say this clearly: LLMs cannot feel emotions. Emotions are evolutionary mechanisms. They push us to avoid danger or approach what is b…

DGX agent

Let me say this clearly: LLMs cannot feel emotions. Emotions are evolutionary mechanisms. They push us to avoid danger or approach what is beneficial. We experience emotions because we are alive, and

safetygary-marcus--x
22 Apr 2026
Tutorials

There seems to be some excitement around “ChatGPT’s powerful new image engine”, but as ever, its functional understanding of the world seems…

DGX agent

There seems to be some excitement around “ChatGPT’s powerful new image engine”, but as ever, its functional understanding of the world seems limited. I first learned about the new system when some som

tutorialsgary-marcus--x
22 Apr 2026
Safety

This actually happened. Smart second-graders know better. WATF. 🤯

DGX agent

Gary Marcus expresses skepticism or concern about an artificial intelligence claim or incident that he finds implausible, suggesting that even young children would recognize the flaw in the reasoning

safetygary-marcus--x
22 Apr 2026
Applications

This has in fact (at various levels) happened more than 1000 times. Check out @DamienCharlotin’s tracker and my substack essays about it.

DGX agent

This has in fact (at various levels) happened more than 1000 times. Check out @DamienCharlotin’s tracker and my substack essays about it. And it begins Sullivan & Cromwell just admitted to a federal j

applicationsgary-marcus--x
22 Apr 2026
Agents

Vibe coders are not going to like this. UC San Diego just published the first real field study of experienced developers using AI agents. Th…

DGX agent

Vibe coders are not going to like this. UC San Diego just published the first real field study of experienced developers using AI agents. They watched 13 of them code in the wild and surveyed 99 more.

agentsgary-marcus--x
22 Apr 2026
Safety

Mark Zuckerberg and Meta Platforms $META just sent a memo to employees saying Meta Platforms is installing a new tracking software on the co…

DGX agent

Mark Zuckerberg and Meta Platforms $META just sent a memo to employees saying Meta Platforms is installing a new tracking software on the computers of all employees in the United States 🇺🇸 so it can t

safetygary-marcus--x
21 Apr 2026
Model Releases

Please don’t trust your chatbot for medical advice. 🙏 Remember how I used to say that large language models are “frequently wrong, never in…

DGX agent

Please don’t trust your chatbot for medical advice. 🙏 Remember how I used to say that large language models are “frequently wrong, never in doubt”, and how I warned three years ago on 60 Minutes that

model-releasesgary-marcus--x
21 Apr 2026
Safety

Poetry overheard on http://B.sky:

DGX agent

Gary Marcus shared an observation or commentary about poetry encountered on a platform or service referenced as 'B.sky' (likely Bluesky, the decentralized social network). The post appears to document

safetygary-marcus--x
21 Apr 2026
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