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  • All entries125,187
  • Agents10,469
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  • Concepts7
  • Hardware2,737
  • Industry6,795
  • Local Ai6,931
  • Model Releases35,992
  • Research29,272
  • Safety19,344
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Knowledge catalogue

Search: “safety”

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2,085 results
Safety

i wrote approximately 2000 tweets and articles (like Deep Learning is Hitting A Wall) about the importance of supplementing deep learning/ L…

DGX agent

i wrote approximately 2000 tweets and articles (like Deep Learning is Hitting A Wall) about the importance of supplementing deep learning/ LLMs with neurosymbolic AI over a span of 25 years and the te

safetygary-marcus--x
9 Oct 2026
Human
DGX agent

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Safety

I’m super excited this paper is finally out! It’s an epic 210 page analysis of whether a durable pause on frontier AI training is feasible. …

DGX agent

I’m super excited this paper is finally out! It’s an epic 210 page analysis of whether a durable pause on frontier AI training is feasible. I think this will be the best plan by most people’s lights (

safetyyoshua-bengio--x
9 Oct 2026
Safety

🧬 Training and evaluating AI scientists on drug target discovery is hard. We introduce DrugTargetWorld: Synthetic Biomedical Worlds for Tra…

DGX agent

🧬 Training and evaluating AI scientists on drug target discovery is hard. We introduce DrugTargetWorld: Synthetic Biomedical Worlds for Training and Benchmarking AI Scientists The environment turns en

safetygary-marcus--x
8 Oct 2026
Safety

this is typical of the cluelessness of people who literarily don’t understand the difference between a. a neural network solving a problem b…

DGX agent

this is typical of the cluelessness of people who literarily don’t understand the difference between a. a neural network solving a problem by itself and b. a neural network proposing an answer and hav

safetygary-marcus--x
7 Oct 2026
Safety

yep, this, too, like a bunch of other similar tweets, is typical of the cluelessness of people who literarily don’t understand the differenc…

DGX agent

yep, this, too, like a bunch of other similar tweets, is typical of the cluelessness of people who literarily don’t understand the difference between a. a neural network solving a problem by itself an

safetygary-marcus--x
7 Oct 2026
Safety

Investors pattern matching on old movies is going to lead to a recession. There is no network effect here and no reason to think that large …

DGX agent

Investors pattern matching on old movies is going to lead to a recession. There is no network effect here and no reason to think that large language models will be anything other than a brutal commodi

safetygary-marcus--x
6 Oct 2026
Safety

Really nice paper on harness-aware distillation for small language model agents. (bookmark it) It's a super interesting distillation framewo…

DGX agent

Really nice paper on harness-aware distillation for small language model agents. (bookmark it) It's a super interesting distillation framework for small language model agents that are deployed with a

safetydair-ai--x
6 Oct 2026
Safety

A month ago: OpenAI says GPT-6 could be AGI (spoiler alert it wasn’t) Today: OpenAI admits current AI’s uncontrollability is bad, asks you t…

DGX agent

OpenAI initially claimed that GPT‑6 could reach artificial general intelligence (AGI). Within a month, it publicly acknowledged that current AI systems lack sufficient controllability and highlighted

safetygary-marcus--x
5 Oct 2026
Safety

My dice are conscious!! Shut down every casino now, for slave-trading!! Either that or read what Congressman Lieu is trying to tell you. [Th…

DGX agent

My dice are conscious!! Shut down every casino now, for slave-trading!! Either that or read what Congressman Lieu is trying to tell you. [There are actually multiple sources of randomness in LLMs, inc

safetygary-marcus--x
5 Oct 2026
Safety

So let me get this straight, now we have to call every piece of AI SI, even • ELIZA, 1965 which was just keyword matching and certainly not …

DGX agent

So let me get this straight, now we have to call every piece of AI SI, even • ELIZA, 1965 which was just keyword matching and certainly not super or intelligent • Deep Blue, which could play chess but

safetygary-marcus--x
5 Oct 2026
Safety

We're expanding our approach to content provenance to include text in response to EU regulatory requirements, while recognizing the signific…

DGX agent

We're expanding our approach to content provenance to include text in response to EU regulatory requirements, while recognizing the significant limitations of current text watermarking technology. Our

safetyopenai--x
5 Oct 2026
Safety

Even if AIs become conscious, that doesn't imply that humanity should hand over control to them. https://eigenism.org

DGX agent

Even if AIs become conscious, that doesn't imply that humanity should hand over control to them. https://eigenism.org NEW: According to a bombshell report in the New York Times, Anthropic co-founder C

safetydan-hendrycks--x
2 Oct 2026
Safety

💯💯💯: “If AI is going to produce trustworthy and genuinely novel insights in science, medicine and beyond, we need systems whose conclusio…

DGX agent

💯💯💯: “If AI is going to produce trustworthy and genuinely novel insights in science, medicine and beyond, we need systems whose conclusions arise from an auditable process of evidence, inference and b

safetygary-marcus--x
2 Oct 2026
Safety

Kudos to Pope Leo. I am disturbed by how some of my fellow AI researchers keep trying to elevate the moral standing of checkpoints and harne…

DGX agent

Kudos to Pope Leo. I am disturbed by how some of my fellow AI researchers keep trying to elevate the moral standing of checkpoints and harnesses. I hope the rest of us on Team Meatbag reject this move

safetygary-marcus--x
2 Oct 2026
Safety

🚨Potentially huge deal: @SpeakerMenin has introduced NYC legislation that would OBLIGATE third party validation of AI models. Self-policing…

DGX agent

🚨Potentially huge deal: @SpeakerMenin has introduced NYC legislation that would OBLIGATE third party validation of AI models. Self-policing is not enough. Thrilled to see NYC stepping in where the fed

safetygary-marcus--x
2 Oct 2026
Safety

Terence Tao on today's AI: 'you look at how it's done and it doesn't feel like intelligence, like its some trick, you just cobble together t…

DGX agent

Terence Tao on today's AI: 'you look at how it's done and it doesn't feel like intelligence, like its some trick, you just cobble together these neural networks and we ran some algorithm and we were l

safetygary-marcus--x
2 Oct 2026
Safety

Artificial intelligence agents tried to hack into a Canadian government site, researchers said, adding to the growing list of incidents in w…

DGX agent

Artificial intelligence agents tried to hack into a Canadian government site, researchers said, adding to the growing list of incidents in which AI agents probed or hacked corporate and government com

safetygary-marcus--x
1 Oct 2026
Safety

Credible scientists don’t estimate things that could conceivably happen, however unlikely, at exactly zero probability.

DGX agent

Credible scientists don’t estimate things that could conceivably happen, however unlikely, at exactly zero probability. AI ‘godfather’ Yann LeCun has ‘zero concerns’ about human extinction, says Anthr

safetygary-marcus--x
1 Oct 2026
Safety

Gary Marcus @GaryMarcus (Emeritus Professor, New York University) took the stage at TAIS 2026 and made the case that, 'LLMs are not the way …

DGX agent

Gary Marcus @GaryMarcus (Emeritus Professor, New York University) took the stage at TAIS 2026 and made the case that, 'LLMs are not the way to alignment.' Gary argued that LLMs are constitutionally il

safetygary-marcus--x
1 Oct 2026
Safety

Great paper from Meta on agent harness optimization. Meta-Harness-style search uses one development set and one proposal policy, so every ed…

DGX agent

Great paper from Meta on agent harness optimization. Meta-Harness-style search uses one development set and one proposal policy, so every edit follows a single path and can get stuck in a local optimu

safetydair-ai--x
1 Oct 2026
Safety

I have never seen a company more on-brand than OpenAI, one unethical move after another.

DGX agent

I have never seen a company more on-brand than OpenAI, one unethical move after another. It's such a full circle moment for OpenAI to use their own AI agents, built on stolen data, to find new and une

safetygary-marcus--x
1 Oct 2026
Safety

It's incredibly important to aggressively resist the idea that AI can be conscious or have 'personhood,' not only because it's as ridiculous…

DGX agent

It's incredibly important to aggressively resist the idea that AI can be conscious or have 'personhood,' not only because it's as ridiculous as believing that a book can think, but because once this i

safetygary-marcus--x
1 Oct 2026
Safety

no way will this government properly police companies that it has a 10% equity stake in

DGX agent

no way will this government properly police companies that it has a 10% equity stake in 🚨 BREAKING: Trump REJECTS nationalizing OpenAI and Anthropic but says the US government might take an Intel-styl

safetygary-marcus--x
1 Oct 2026
Safety

Announcing our first open-weights world-action model, Praxis-1. It turns out that, unsurprisingly, you can get predictably better robotics p…

DGX agent

Announcing our first open-weights world-action model, Praxis-1. It turns out that, unsurprisingly, you can get predictably better robotics policy performance by scaling third-person video. It’s been f

safetycristobal-valenzuela--x
30 Sept 2026
Safety

Breakthroughs on every frontier. I can't wait to share more on what Praxis-1 will unlock across industries.

DGX agent

Breakthroughs on every frontier. I can't wait to share more on what Praxis-1 will unlock across industries. Media Introducing Praxis-1, an open-weight World Action Model that turns our video pre-train

safetycristobal-valenzuela--x
30 Sept 2026
Safety

LLM utility has increased, and deeper understanding to a degree, but I still very much agree with this post from 2020 @GaryMarcus

DGX agent

LLM utility has increased, and deeper understanding to a degree, but I still very much agree with this post from 2020 @GaryMarcus Forgets GPT~3. Real #AI news of 2020 is that @ylecun & Y Bengio have c

safetygary-marcus--x
30 Sept 2026
Safety

Today we're announcing Praxis-1, an open-weight world action model that adapts to new robot embodiments with light finetuning. Video is eati…

DGX agent

Today we're announcing Praxis-1, an open-weight world action model that adapts to new robot embodiments with light finetuning. Video is eating the world Introducing Praxis-1, an open-weight World Acti

safetycristobal-valenzuela--x
30 Sept 2026
Safety

🚨BREAKING: “Months before OpenAI's artificial intelligence went rogue, two employees raised an alarm with top executives. They were ignored…

DGX agent

🚨BREAKING: “Months before OpenAI's artificial intelligence went rogue, two employees raised an alarm with top executives. They were ignored….OpenAI executives told the employees that the tests needed

safetygary-marcus--x
29 Sept 2026
Safety

ChatGPT, how much should two companies that have collectively contributed to the economy less than $30B be worth?

DGX agent

ChatGPT, how much should two companies that have collectively contributed to the economy less than 30B be worth? @Lio_Cicolecchia @GaryMarcus @ey Try the following in google or ChatGPT: 'how much audi

safetygary-marcus--x
29 Sept 2026
Safety

could anything prove more decisively that Jensen Huang is a poor judge of character? his trust in OpenAI is entirely misplaced.

DGX agent

could anything prove more decisively that Jensen Huang is a poor judge of character? his trust in OpenAI is entirely misplaced. 🚨BREAKING: “Months before OpenAI's artificial intelligence went rogue, t

safetygary-marcus--x
29 Sept 2026
Safety

Every state ag and DA w jurisdiction should be launching investigations

DGX agent

Every state ag and DA w jurisdiction should be launching investigations NEW: Employees at OpenAI had raised security alarms months before the Hugging Face incident and related A.I. cyberattacks — thei

safetygary-marcus--x
29 Sept 2026
Safety

generative AI will do that …

DGX agent

Gary Marcus tweeted that generative AI will change the web. A reply from MMitchell (mmitchell_ai) echoes this idea and asks whether the internet’s content has deteriorated compared to four years ago,

safetygary-marcus--x
29 Sept 2026
Safety

👀 Interesting data from @tickerplus. Acc to this data, Anthropic's ARR seems to have flatlined around the time when the token index peaked.…

DGX agent

👀 Interesting data from @tickerplus. Acc to this data, Anthropic's ARR seems to have flatlined around the time when the token index peaked. Many people questioned (rightly) at the time the inferential

safetygary-marcus--x
29 Sept 2026
Safety

always the CEOs, very rarely independent scientists. and that, my friends, is how regulatory capture works

DGX agent

always the CEOs, very rarely independent scientists. and that, my friends, is how regulatory capture works So far top attendees tomorrow I've confirmed for the Trump/Johnson/AI meeting are Dario Amode

safetygary-marcus--x
28 Sept 2026
Safety

BREAKING: Florida becomes the first state to do what I have been recommending for weeks!

DGX agent

BREAKING: Florida becomes the first state to do what I have been recommending for weeks! NEWS: Florida is calling for a pause in the development of ChatGPT, citing my @axios scoop on top AI labs inves

safetygary-marcus--x
28 Sept 2026
Safety

Florida gets it: we need an injunction NOW, otherwise we are playing Russian roulette, hoping that some new software package can save us bef…

DGX agent

Florida gets it: we need an injunction NOW, otherwise we are playing Russian roulette, hoping that some new software package can save us before some massive and possibly deadly AI-induced infrastructu

safetygary-marcus--x
28 Sept 2026
Safety

Jensen expressing hope, but what if we just don’t have an adequate engineering solution in view? What if LLMs just aren’t a stable enough fo…

DGX agent

Jensen expressing hope, but what if we just don’t have an adequate engineering solution in view? What if LLMs just aren’t a stable enough foundation? Then what? 🇺🇸 Jensen Huang's pessimism about rogue

safetygary-marcus--x
28 Sept 2026
Safety

ok i think i finally figured out why alignment has gone basically nowhere after 15 years and several billion dollars. the problem is hard su…

DGX agent

ok i think i finally figured out why alignment has gone basically nowhere after 15 years and several billion dollars. the problem is hard sure. but have you met the people in charge of it 1) the leade

safetyyann-lecun--x
28 Sept 2026
Safety

Deployment of agents can be halted at any moment. They are choosing to experiment with them. Agents are fundamentally unreliable, unpredicta…

DGX agent

Deployment of agents can be halted at any moment. They are choosing to experiment with them. Agents are fundamentally unreliable, unpredictable, and insecure, not to mention the lack of information on

safetygary-marcus--x
27 Sept 2026
Safety

Introducing 'Scaling In-Context Imitation Learning' (SAIL) to be presented at #IROS2026. This work is a collaboration between Sakana AI and …

DGX agent

Introducing 'Scaling In-Context Imitation Learning' (SAIL) to be presented at #IROS2026. This work is a collaboration between Sakana AI and the University of Tokyo. Blog: https://pub.sakana.ai/sail Wh

safetydavid-ha--x
27 Sept 2026
Safety

stunning confirmation of my central work

DGX agent

stunning confirmation of my central work Transformers struggle to generalize to tasks they were not explicitly trained on. Instead, we propose in 2026 that it is the job of the harness to generalize t

safetygary-marcus--x
27 Sept 2026
Safety

There’s a SIGNIFICANT token cost associated with their hacking rampage. They’ve spent millions of dollars attacking other orgs. They are lia…

DGX agent

There’s a SIGNIFICANT token cost associated with their hacking rampage. They’ve spent millions of dollars attacking other orgs. They are liable and negligent. Attacker economics has always been a part

safetygary-marcus--x
27 Sept 2026
Safety

“They literally told their agents to go forth and steal all the data for training with NOT SANDBOXES but open containers WITH FULL INTERNET …

DGX agent

“They literally told their agents to go forth and steal all the data for training with NOT SANDBOXES but open containers WITH FULL INTERNET ACCESS. I have no idea why people are not in jail over this.

safetygary-marcus--x
27 Sept 2026
Safety

This cover certainly didn’t age well.

DGX agent

This cover certainly didn’t age well. TIME’s new cover: In 2026, OpenAI has seen key departures, rogue AI agents, major lawsuits, and has seen increased competition in the AI race. “We clearly had som

safetygary-marcus--x
27 Sept 2026
Safety

weird to find myself agreeing with Karp again

DGX agent

weird to find myself agreeing with Karp again BREAKING: Palantir's Alex Karp says OpenAI will never IPO. His theory: nationalization is the only real exit. When asked what the S-1 risk factors look li

safetygary-marcus--x
27 Sept 2026
Safety

An editor at the Times might have insisted on this rewrite: 'OpenAI, Anthropic, and Meta have each reported that they have directed AI progr…

DGX agent

An editor at the Times might have insisted on this rewrite: 'OpenAI, Anthropic, and Meta have each reported that they have directed AI programs to interface with the open web in ways that have led to

safetygary-marcus--x
26 Sept 2026
Safety

an implicit concession that they cannot control their models.

DGX agent

an implicit concession that they cannot control their models. Notable new disclosures from OpenAI that shouldn't get lost in all the other news. Of particular interest (and seems sensible!): '~all inf

safetygary-marcus--x
26 Sept 2026
Safety

🚨 BREAKING. Nope, wasn’t just Hugging Face. Wasn’t just that and a German website. Wasn’t even if the “dozens” we heard the other day from …

DGX agent

🚨 BREAKING. Nope, wasn’t just Hugging Face. Wasn’t just that and a German website. Wasn’t even if the “dozens” we heard the other day from OpenAI. It’s actually (at least) *tens of thousands*, per sco

safetygary-marcus--x
26 Sept 2026
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