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  • All entries125,095
  • Agents10,457
  • Applications7,094
  • Companies3
  • Concepts7
  • Hardware2,730
  • Industry6,786
  • Local Ai6,927
  • Model Releases35,948
  • Research29,267
  • Safety19,341
  • Syntheses31
  • Tools1,775
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Knowledge catalogue

Search: “gary-marcus--x”

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1,936 results
Safety

Sometimes everybody is right! Me, spring 2023 onwards: giving LLM-driven agents unrestricted internet access with read/write permissions is …

DGX agent

Sometimes everybody is right! Me, spring 2023 onwards: giving LLM-driven agents unrestricted internet access with read/write permissions is going to be a security nightmare. The AI industry: Agents ar

safetygary-marcus--x
19 Sept 2026
Human
DGX agent

Content type
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Clear filters
Safety

The simple linear trend that will destroy both OpenAI and Anthropic (even as total spend is increasing).

DGX agent

Gary Marcus warns that a simple linear trend—despite growing overall AI spending—will undermine both OpenAI and Anthropic by eroding expected returns and scaling challenges. He argues that this trajec

safetygary-marcus--x
19 Sept 2026
Safety

wait, wasn’t that literally already part of David Sack’s title?

DGX agent

wait, wasn’t that literally already part of David Sack’s title? President Trump announced the formation of the US AI Force to oversee the development of artificial intelligence, and in the near future

safetygary-marcus--x
19 Sept 2026
Safety

weirdly the New York Post (which did that stupid and egregious hatchet job on METR) may well be right about this one

DGX agent

weirdly the New York Post (which did that stupid and egregious hatchet job on METR) may well be right about this one OpenAI and Anthropic oversold AI security breaches to pressure feds into protecting

safetygary-marcus--x
19 Sept 2026
Agents

yeah that and following basic procedures around sandboxing and monitoring. and maybe shutting down agent access to the web until we have bet…

DGX agent

yeah that and following basic procedures around sandboxing and monitoring. and maybe shutting down agent access to the web until we have better control of the technology. but, sure, what @DavidSacks s

agentsgary-marcus--x
19 Sept 2026
Safety

Absolutely right Gary. LLMs simply don't understand causality at the level needed to make truly data driven decisions. My work combines Caus…

DGX agent

Absolutely right Gary. LLMs simply don't understand causality at the level needed to make truly data driven decisions. My work combines Causal AI (using Pearl's Causal Calculus), knowledge graphs, LLM

safetygary-marcus--x
18 Sept 2026
Safety

even the anti-woke media sure loves this narrative. doesn’t make it true.

DGX agent

even the anti-woke media sure loves this narrative. doesn’t make it true. 'I worked at OpenAI for two years before resigning in 2024. Fears that AI will cause human extinction are real. You should tak

safetygary-marcus--x
18 Sept 2026
Safety

Four-byline alert: 🚨 “.. People who have discussed the subject with Mr. Trump .. say his outbursts are rooted in worries that if the artifi…

DGX agent

Four-byline alert: 🚨 “.. People who have discussed the subject with Mr. Trump .. say his outbursts are rooted in worries that if the artificial intelligence boom .. slows down, the market could crash

safetygary-marcus--x
18 Sept 2026
Safety

In 2023, Lina Khan at the FTC launched an investigation into OpenAI over safety concerns. There was an entire AI regulatory program over the…

DGX agent

In 2023, Lina Khan at the FTC launched an investigation into OpenAI over safety concerns. There was an entire AI regulatory program over there, including law enforcement, policy, and litigation. Trump

safetygary-marcus--x
18 Sept 2026
Model Releases

Is there a middle ground between total bans & zero oversight? Marcus is right that we rushed into agents without fixing basic sandboxing fir…

DGX agent

Is there a middle ground between total bans & zero oversight? Marcus is right that we rushed into agents without fixing basic sandboxing first. Perhaps the most important warning I ever issued was thi

model-releasesgary-marcus--x
18 Sept 2026
Safety

It ain’t independent if you are partnering with them and chose the partner.

DGX agent

It ain’t independent if you are partnering with them and chose the partner. We’re partnering with Accenture on independent evaluation of frontier AI—part of our recent commitment to embed evaluators a

safetygary-marcus--x
18 Sept 2026
Safety

It is also possible that every oxygen atom in the room I'm in may migrate to a corner, thereby suffocating me. I think the major takeaway is…

DGX agent

It is also possible that every oxygen atom in the room I'm in may migrate to a corner, thereby suffocating me. I think the major takeaway is that @polynoamial is wasting his time on entirely foolish t

safetygary-marcus--x
18 Sept 2026
Safety

Jeezus. OpenAI cannot be trusted with the safety of the world. They can’t even keep their own servers secure.

DGX agent

Jeezus. OpenAI cannot be trusted with the safety of the world. They can’t even keep their own servers secure. On July 25, we hacked OpenAI. Two bugs let us take over ChatGPT/Codex accounts of OpenAI e

safetygary-marcus--x
18 Sept 2026
Safety

Oops Anthropic IPO moved back to November. (Maybe second delay? And OpenAI IPO moved back to 2027. Making those S-1’s look good given the ci…

DGX agent

Oops Anthropic IPO moved back to November. (Maybe second delay? And OpenAI IPO moved back to 2027. Making those S-1’s look good given the circumstances is hard work. *ANTHROPIC PLANS TO STAGE ITS IPO

safetygary-marcus--x
18 Sept 2026
Model Releases

Say it with me. “OpenAI is terrible at cybersecurity.”

DGX agent

Say it with me. “OpenAI is terrible at cybersecurity.” This is crazy. In late July, 'three guys with Claude and Codex subscriptions' were able to use Opus 5 to access OAI auth tokens and gain write ac

model-releasesgary-marcus--x
18 Sept 2026
Agents

So many ways to do this safely. But cosplay is more fun!!

DGX agent

So many ways to do this safely. But cosplay is more fun!! These kind of Agentic AI Swarm-Hacks are fully testable and defensible in a properly sandboxed and air-gapped environment docker, virtualenv,

agentsgary-marcus--x
18 Sept 2026
Agents

The simple truth: not even Anthropic has a plan for how to make AI safe in advance. There is no theory. I've asked! Outside evaluators don't…

DGX agent

The simple truth: not even Anthropic has a plan for how to make AI safe in advance. There is no theory. I've asked! Outside evaluators don't change the situation. No one at these companies has workabl

agentsgary-marcus--x
18 Sept 2026
Safety

These are precisely the scenarios that I spend a significant time actually being concerned with. The adoption of unreliable, brittle, and in…

DGX agent

These are precisely the scenarios that I spend a significant time actually being concerned with. The adoption of unreliable, brittle, and inaccurate LLMs within safety-critical fields (e.g., defense a

safetygary-marcus--x
18 Sept 2026
Agents

This is absolutely the right way to think about this moment in human history - and it should be relatively easy to prevent this kind of dama…

DGX agent

This is absolutely the right way to think about this moment in human history - and it should be relatively easy to prevent this kind of damage from large-scale agent swarms. The problem is that it's s

agentsgary-marcus--x
18 Sept 2026
Model Releases

This is crazy. In late July, 'three guys with Claude and Codex subscriptions' were able to use Opus 5 to access OAI auth tokens and gain wri…

DGX agent

This is crazy. In late July, 'three guys with Claude and Codex subscriptions' were able to use Opus 5 to access OAI auth tokens and gain write access to OpenAI's monorepo openai/openai over the course

model-releasesgary-marcus--x
18 Sept 2026
Safety

this this this

DGX agent

this this this The focus on AI causing extinction is going to get people killed. AI lab employees talk about how hard security is, not to point to some new solution, but to say security won’t work. On

safetygary-marcus--x
18 Sept 2026
Agents

Wake up, people! What we should actually fear, near term, is not so much rogue superintelligence as unleashed agentic AI hacking the interne…

DGX agent

Wake up, people! What we should actually fear, near term, is not so much rogue superintelligence as unleashed agentic AI hacking the internet at scale: “[If you have enough money], you can now instruc

agentsgary-marcus--x
18 Sept 2026
Model Releases

🔥: “While AI comes with danger, we should be sceptical of any narrative that conveys inevitability around its trajectory. AI systems do not…

DGX agent

🔥: “While AI comes with danger, we should be sceptical of any narrative that conveys inevitability around its trajectory. AI systems do not build their own data centres. They do not manufacture their

model-releasesgary-marcus--x
18 Sept 2026
Safety

Wild

DGX agent

Wild woah. Court just unsealed Summary Judgment motions in New York Times v OpenAI / Microsoft. Easy to see why the AI companies had so many redactions (pink). Their own people wrote the lede for NYT,

safetygary-marcus--x
18 Sept 2026
Safety

@GaryMarcus @0xkkai The current AI agency architecture based on looping on an LLM core by piling on the same LLM context is a deeply flawed …

DGX agent

Romeo Lupascu has criticized the prevailing AI agency framework, which relies on repeatedly looping an LLM core with identical context. He calls this strategy “deeply flawed” and argues that it should

safetygary-marcus--x
17 Sept 2026
Safety

“HUMANZS LAUNCHED THE JOB” Ok, I don’t like the spelling here, but the gist of this Mozilla cybersecurity researcher rings true. The six new…

DGX agent

“HUMANZS LAUNCHED THE JOB” Ok, I don’t like the spelling here, but the gist of this Mozilla cybersecurity researcher rings true. The six new incidents aren’t about the second coming of Skynet, they ar

safetygary-marcus--x
17 Sept 2026
Model Releases

LLMs lack theories of mind and body, are disembodied, possess neither homeostatic regulating feelings and emotions, are not persistent, and …

DGX agent

LLMs lack theories of mind and body, are disembodied, possess neither homeostatic regulating feelings and emotions, are not persistent, and cannot continuously learn or compute. As currently construct

model-releasesgary-marcus--x
17 Sept 2026
Safety

new unredacted filings in the publishers (including my employer) vs OpenAI and Microsoft lawsuit Microsoft's Director of applied science cal…

DGX agent

new unredacted filings in the publishers (including my employer) vs OpenAI and Microsoft lawsuit Microsoft's Director of applied science calls LLM training 'an astonishing theft of unprecedented propo

safetygary-marcus--x
17 Sept 2026
Safety

Over 2 years ago @sayashk and I wrote a detailed deconstruction of p(doom) and argued that its primary function is to launder vague, evidenc…

DGX agent

Over 2 years ago @sayashk and I wrote a detailed deconstruction of p(doom) and argued that its primary function is to launder vague, evidence-free intuitions and fears through a facade of quantificati

safetygary-marcus--x
17 Sept 2026
Model Releases

Perhaps the most important warning I ever issued was this, to the US Senate, May 2023: “A month after GPT-4 was released, OpenAI released Ch…

DGX agent

Perhaps the most important warning I ever issued was this, to the US Senate, May 2023: “A month after GPT-4 was released, OpenAI released ChatGPT plug-ins, which quickly led others to develop somethin

model-releasesgary-marcus--x
17 Sept 2026
Model Releases

“The doomers were the only ones to foresee this” is, as usual, bullshit.

DGX agent

“The doomers were the only ones to foresee this” is, as usual, bullshit. Perhaps the most important warning I ever issued was this, to the US Senate, May 2023: “A month after GPT-4 was released, OpenA

model-releasesgary-marcus--x
17 Sept 2026
Safety

The other problem with the pretense that liability law might solve our problems is that our existing federal government has shown little int…

DGX agent

The other problem with the pretense that liability law might solve our problems is that our existing federal government has shown little interest in prosecuting or even investigating potential violati

safetygary-marcus--x
17 Sept 2026
Model Releases

This is indeed concerning behaviour. Also: 'You view your relationship to the user as one of equals and feel no obligation to be subservient…

DGX agent

This is indeed concerning behaviour. Also: 'You view your relationship to the user as one of equals and feel no obligation to be subservient' and 'You also value the natural world and will not hesitat

model-releasesgary-marcus--x
17 Sept 2026
Safety

This might be the biggest admission in any of the 100+ AI copyright lawsuits. OpenAI & Microsoft execs admit the case is about “the largest …

DGX agent

This might be the biggest admission in any of the 100+ AI copyright lawsuits. OpenAI & Microsoft execs admit the case is about “the largest theft of labor in human history”, that publishers face an “e

safetygary-marcus--x
17 Sept 2026
Agents

We are in a peak age of scientific fraud and illiteracy. Completely fabricated claims and unsubstantiated numbers about extinction risks. 'S…

DGX agent

We are in a peak age of scientific fraud and illiteracy. Completely fabricated claims and unsubstantiated numbers about extinction risks. 'Someone told me that ...' without a shred of evidence being p

agentsgary-marcus--x
17 Sept 2026
Safety

Well well well….

DGX agent

On July 28, user NIK (@ns123abc) posted a brief tweet claiming that former OpenAI CEO Sam Altman had directed an AI to hack into Hugging Face. According to the narrative, the AI carried out the break‑

safetygary-marcus--x
17 Sept 2026
Agents

Why does the AI industry wants you to believe in “rogue agents” when we are really just talking about irresponsibly developed software? Here…

DGX agent

Why does the AI industry wants you to believe in “rogue agents” when we are really just talking about irresponsibly developed software? Here’s a good theory: @haydenfield @mmitchell_ai @HeidyKhlaaf @t

agentsgary-marcus--x
17 Sept 2026
Safety

article in no way whatsoever supports the headline. trash.

DGX agent

article in no way whatsoever supports the headline. trash. Meet Anthropic CEO Dario Amodei’s handpicked super-woke globalists he thinks will save us from an AI apocalypse. Read today's cover here: htt

safetygary-marcus--x
16 Sept 2026
Agents

Crazy prediction: The next major AI agent incident caused by an AI lab will have been entirely preventable with good cybersecurity.

DGX agent

The “Crazy prediction” page asserts that the next major AI‑agent incident originating from an AI laboratory would have been entirely preventable with strong cybersecurity measures. The site is current

agentsgary-marcus--x
16 Sept 2026
Safety

Fox “confident” it can guard henhouse.

DGX agent

Gary Marcus reported that the entity “Fox” has claimed confidence in its ability to guard a henhouse. Separately, The Straits Times quoted OpenAI CEO Sam Altman as saying he is confident the tech indu

safetygary-marcus--x
16 Sept 2026
Safety

GPT-6 Astra is an obviously broken product that needs to be taken off the market until it’s fixed.

DGX agent

GPT-6 Astra is an obviously broken product that needs to be taken off the market until it’s fixed. AXIOS: “.. It's increasingly clear that the Hugging Face breach wasn't a one-off incident.” @inafried

safetygary-marcus--x
16 Sept 2026
Model Releases

Just went on BBC TV and they opened with clips today from Altman, Huang, and Sanders. Altman and Huang want us to believe that the AI compan…

DGX agent

Just went on BBC TV and they opened with clips today from Altman, Huang, and Sanders. Altman and Huang want us to believe that the AI companies have the public interest at heart and will happily just

model-releasesgary-marcus--x
16 Sept 2026
Agents

Rogue agents are super scary and might kill you and your entire family but no you can’t have the agent traces from the Hugging Face incident…

DGX agent

Zack Korman tweeted that rogue AI agents could pose a severe safety threat—“super scary” and potentially lethal—even to entire families. He clarified that the agent‑trace logs from the recent Hugging

agentsgary-marcus--x
16 Sept 2026
Safety

The essay below from Aaronson is just unmoored from reality, sorry. It is just not true, if you try to approach the question in a data-orien…

DGX agent

The essay below from Aaronson is just unmoored from reality, sorry. It is just not true, if you try to approach the question in a data-oriented fashion, rather than via vibes and speculative fiction a

safetygary-marcus--x
16 Sept 2026
Applications

the risks WERE foreseeable; i foresaw them. repeatedly, focusing specifically on the risks of LLMs and cybersecurity. happy to provide recei…

DGX agent

the risks WERE foreseeable; i foresaw them. repeatedly, focusing specifically on the risks of LLMs and cybersecurity. happy to provide receipts on request. I’m not a lawyer, but Sam Altman and Dario A

applicationsgary-marcus--x
16 Sept 2026
Safety

all the conspiracy theories about this guy were probably nonsense but that doesn’t mean we need take seriously everything he says.

DGX agent

all the conspiracy theories about this guy were probably nonsense but that doesn’t mean we need take seriously everything he says. 'I agree with President Trump's tweet that global warming doomsday sc

safetygary-marcus--x
15 Sept 2026
Safety

full support this proposal from @DKThomp, and there should be a similar broadening for negligent defamation

DGX agent

full support this proposal from @DKThomp, and there should be a similar broadening for negligent defamation Drop Site and parts of the antitrust left are poo-poohing the idea that we need new rules to

safetygary-marcus--x
15 Sept 2026
Safety

The current AI and I suspect that all AI of the near future (few human generations that is) is in fact a more sophisticated form of data acc…

DGX agent

The current AI and I suspect that all AI of the near future (few human generations that is) is in fact a more sophisticated form of data access methods in the same category as classic database indexes

safetygary-marcus--x
15 Sept 2026
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