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  • All entries84,532
  • Agents7,263
  • Applications5,198
  • Concepts5
  • Hardware1,750
  • Industry6,094
  • Local Ai4,728
  • Model Releases22,545
  • Research19,193
  • Safety12,812
  • Syntheses17
  • Tools1,666
  • Tutorials3,261

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HumanDGX agent

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safety

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12,812 results
Safety

New piece in @TheAtlantic! We always hear that AI will cure cancer, and I would immediately benefit if it did. But I argue that racing ahead…

DGX agent

New piece in @TheAtlantic! We always hear that AI will cure cancer, and I would immediately benefit if it did. But I argue that racing ahead on generalist AI models creates unclear benefits for cancer

safetygary-marcus--x
22 Jun 2026
Blog
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Safety

Nvidia introduces Halos for Robotics to bridge the physical AI safety gap

DGX agent

Nivida Corp. today announced Halos for Robotics, the industry’s first full framework for robotic safety systems that encompasses building, testing and managing complete artificial intelligence robotic

safetysiliconangle
22 Jun 2026
Safety

Nvidia unveils Halos, a safety-focused OS developed from autonomous vehicle tech and designed to run on IGX Thor hardware for humanoid robots, and opens a lab (Ian King/Bloomberg)

DGX agent

Ian King / Bloomberg: Nvidia unveils Halos, a safety-focused OS developed from autonomous vehicle tech and designed to run on IGX Thor hardware for humanoid robots, and opens a lab — Nvidia Corp. is w

safetytechmeme
22 Jun 2026
Safety

Only one of these two countries is risking blowing up its entire economy on speculation.

DGX agent

Gary Marcus compares two countries' economic risk-taking, suggesting one is engaging in dangerous speculation while the other is not. The post likely discusses contrasting approaches to emerging techn

safetygary-marcus--x
22 Jun 2026
Safety

Our new incident response report exposes a coordinated network of 340 Facebook pages, largely operated from Vietnam, flooding feeds across C…

DGX agent

Our new incident response report exposes a coordinated network of 340 Facebook pages, largely operated from Vietnam, flooding feeds across Canada, the US, the UK, and Europe with AI-fabricated news, a

safetygary-marcus--x
22 Jun 2026
Safety

President Trump signs two executive orders aimed at speeding the development of advanced quantum computers and mitigating the security threats they present (Amrith Ramkumar/Wall Street Journal)

DGX agent

Amrith Ramkumar / Wall Street Journal: President Trump signs two executive orders aimed at speeding the development of advanced quantum computers and mitigating the security threats they present — Adm

safetytechmeme
22 Jun 2026
Safety

Professor @GaryMarcus is an American psychologist, cognitive scientist, and author, known for his research on the intersection of cognitive …

DGX agent

Professor @GaryMarcus is an American psychologist, cognitive scientist, and author, known for his research on the intersection of cognitive psychology, neuroscience, and artificial intelligence. What

safetygary-marcus--x
22 Jun 2026
Safety

Sober minded folks need to understand the cash out happening in this bubble peak. Watch the @WSJ discussion 👇

DGX agent

Sober minded folks need to understand the cash out happening in this bubble peak. Watch the @WSJ discussion 👇 How big tech hides the true cost of AI @wsj https://youtu.be/YrJzjC4kKCY?si=o1CiKxLaSVWOhK

safetygary-marcus--x
22 Jun 2026
Safety

The largest LLM-as-a-Judge reliability audit yet. Researchers ran 21 judges from nine providers over roughly 541,000 judgments on MT-Bench, …

DGX agent

The largest LLM-as-a-Judge reliability audit yet. Researchers ran 21 judges from nine providers over roughly 541,000 judgments on MT-Bench, JudgeBench, and RewardBench. Findings: Validating a judge wi

safetydair-ai--x
22 Jun 2026
Safety

Thoughts and prayers for those who bought $SPCX at 225 last week.

DGX agent

Gary Marcus posted a critical commentary on X regarding SPCX stock, sarcastically offering 'thoughts and prayers' to investors who purchased the stock at 225 in the previous week, implying the investm

safetygary-marcus--x
22 Jun 2026
Safety

Why oh why do so many people take this man’s predictions seriously?

DGX agent

This post by cognitive scientist Gary Marcus likely critiques the widespread credibility given to a particular public figure's predictions, questioning the basis for their influence or accuracy track

safetygary-marcus--x
22 Jun 2026
Safety

Absolutely insane revelations about Tulsi Gabbard. Throughout her public life, she's been a puppet for a Hindu cult. Washington Post got acc…

DGX agent

Absolutely insane revelations about Tulsi Gabbard. Throughout her public life, she's been a puppet for a Hindu cult. Washington Post got access to 25,000 pages of documents including directives from T

safetyyann-lecun--x
21 Jun 2026
Safety

How big tech hides the true cost of AI @wsj https://youtu.be/YrJzjC4kKCY?si=o1CiKxLaSVWOhKzq

DGX agent

This video from the Wall Street Journal examines how major technology companies obscure the substantial economic, environmental, and societal costs associated with developing and operating artificial

safetygary-marcus--x
21 Jun 2026
Safety

'If curing cancer were the only result of building ever more powerful AI systems, I would cheer for their arrival. But the problem is that t…

DGX agent

'If curing cancer were the only result of building ever more powerful AI systems, I would cheer for their arrival. But the problem is that their impacts are much broader, and we are moving too quickly

safetygary-marcus--x
21 Jun 2026
Safety

Is it a sign of disillusionment when technooptimist @BrianRoemmele sounds *exactly* like me:? Here he writes that we risk an AI winter from …

DGX agent

Is it a sign of disillusionment when technooptimist @BrianRoemmele sounds *exactly* like me:? Here he writes that we risk an AI winter from “Over-promising relative to capabilities: Ambitious public c

safetygary-marcus--x
21 Jun 2026
Safety

this claim around creativity is too strong, IMHO. truly novel ideas from LLMs are surely rare but i don’t think that any math proves they ar…

DGX agent

this claim around creativity is too strong, IMHO. truly novel ideas from LLMs are surely rare but i don’t think that any math proves they are impossible. note that the objective function and the outpu

safetygary-marcus--x
21 Jun 2026
Safety

this is actually buddhism btw

DGX agent

This post likely discusses how certain contemporary concepts, practices, or ideologies are actually rooted in or aligned with Buddhist philosophy, possibly challenging common misconceptions about thei

safetyconnor-leahy--x
21 Jun 2026
Safety

This now widely circulated claim is based on a line I wrote last week (https://economist.com/briefing/2026/06/14/donald-trumps-blocking-of-a…

DGX agent

This now widely circulated claim is based on a line I wrote last week (https://economist.com/briefing/2026/06/14/donald-trumps-blocking-of-anthropic-is-capricious-and-chaotic). I accurately quoted Mar

safetygary-marcus--x
21 Jun 2026
Safety

about fucking time. they have always shown a disregard for humanity.

DGX agent

about fucking time. they have always shown a disregard for humanity. 42 state attorneys general are investigating OpenAI over alleged harmful practices. Read again: 42 state attorneys general are inve

safetygary-marcus--x
20 Jun 2026
Safety

American media would never lead with my realism about AI. Fun to see other parts of the world less cowed by the tech industry.

DGX agent

Gary Marcus expresses frustration that American media outlets avoid covering his realistic critiques of AI, attributing this to influence or deference from the tech industry. He notes that internation

safetygary-marcus--x
20 Jun 2026
Safety

Big Tech will absolutely destroy our drinkable water supply to advance their AI products and increase their profits. Just like the health in…

DGX agent

Big Tech will absolutely destroy our drinkable water supply to advance their AI products and increase their profits. Just like the health insurance industry lets people die to increase their profits.

safetygary-marcus--x
20 Jun 2026
Safety

Doctors 25% more likely to miss a diagnosis on a patient within 3 months after Ai is implemented. The results indicate Ai has an immediate n…

DGX agent

Doctors 25% more likely to miss a diagnosis on a patient within 3 months after Ai is implemented. The results indicate Ai has an immediate negative effect on professionals skillsets vs prolonged relia

safetygary-marcus--x
20 Jun 2026
Safety

exactly. there aren’t enough resources in the world to build 5 towers of babel. which means the loan defaults alone will be epic.

DGX agent

exactly. there aren’t enough resources in the world to build 5 towers of babel. which means the loan defaults alone will be epic. @GaryMarcus Instead of building the Tower of Babel we appear to have f

safetygary-marcus--x
20 Jun 2026
Safety

Flesh-eating maggots.

DGX agent

Flesh-eating maggots, scientifically known as larvae of blow flies and flesh flies, are used in medical settings for debridement therapy to treat infected or necrotic wounds by consuming dead tissue w

safetygary-marcus--x
20 Jun 2026
Safety

@GaryMarcus the whole AI bubble depends on investors not understanding that the progress on coding harnesses DOES NOT GENERALIZE to other le…

DGX agent

@GaryMarcus the whole AI bubble depends on investors not understanding that the progress on coding harnesses DOES NOT GENERALIZE to other less-quantifiable tasks. AI companies are deliberately obscuri

safetygary-marcus--x
20 Jun 2026
Safety

Has there ever been a more a soul-crushing technology than Generative AI?

DGX agent

Has there ever been a more a soul-crushing technology than Generative AI? Most software engineers are facing an identity crisis bordering on depression. As CTOs aggressively evangelize tokenmaxxing, a

safetygary-marcus--x
20 Jun 2026
Safety

https://www.irozhlas.cz/zivotni-styl/spolecnost/marcus-jazykove-modely-ve-skutecnosti-inteligentni-nejsou-od-lidskeho-mozku-se_2606201209_ak…

DGX agent

Gary Marcus argues that language models are not genuinely intelligent despite their sophisticated outputs, and that they operate fundamentally differently from human cognition. This critique likely ch

safetygary-marcus--x
20 Jun 2026
Safety

If Generative AI were a vehicle, it would be a runaway train.

DGX agent

If Generative AI were a vehicle, it would be a runaway train. Terrifying sentence from Goldman Sachs: “Hyperscalers will need financing from across markets, structures, and currencies as they potentia

safetygary-marcus--x
20 Jun 2026
Safety

It's crazy how badly the tech industry wants this guy @AlexBores defeated, all because he passed a relatively tame AI transparency law

DGX agent

It's crazy how badly the tech industry wants this guy @AlexBores defeated, all because he passed a relatively tame AI transparency law AI billionaires have spent $8,027,347 trying to beat one New York

safetygary-marcus--x
20 Jun 2026
Safety

money talks: after putting 50B into OpenAI • Amazon ratted on Anthropic • dropped their skeptical film about Sam Altman

DGX agent

money talks: after putting 50B into OpenAI • Amazon ratted on Anthropic • dropped their skeptical film about Sam Altman Luca Guadagnino's nearly finished Sam Altman movie, “Artificial,” has been dropp

safetygary-marcus--x
20 Jun 2026
Safety

pro tip: when someone starts a long song and dance with “the fact that X” and that claim X is not a fact but an as yet a controversial and u…

DGX agent

pro tip: when someone starts a long song and dance with “the fact that X” and that claim X is not a fact but an as yet a controversial and unproven speculation, hold on to your wallet. The fact that o

safetygary-marcus--x
20 Jun 2026
Safety

same. i want to know why Amazon is trying to bury it.

DGX agent

same. i want to know why Amazon is trying to bury it. If you have a script/screener of this movie, I would love to see it https://variety.com/2026/film/global/luca-guadagnino-sam-altman-movie-artifici

safetygary-marcus--x
20 Jun 2026
Safety

// Self-play with a pinch of human data // Really cool paper combining human demonstrations and self-play RL. 30 minutes of human data, 2500…

DGX agent

// Self-play with a pinch of human data // Really cool paper combining human demonstrations and self-play RL. 30 minutes of human data, 2500x less than imitation learning, is enough to make self-play

safetydair-ai--x
20 Jun 2026
Safety

Terrifying sentence from Goldman Sachs: “Hyperscalers will need financing from across markets, structures, and currencies as they potentiall…

DGX agent

Terrifying sentence from Goldman Sachs: “Hyperscalers will need financing from across markets, structures, and currencies as they potentially bump up against saturation considerations in liquid credit

safetygary-marcus--x
20 Jun 2026
Safety

The NSF helped build the internet, funded the observatory that detected gravitational waves, laid foundations for AI, advanced MRI technolog…

DGX agent

The NSF helped build the internet, funded the observatory that detected gravitational waves, laid foundations for AI, advanced MRI technology, and trained generations of scientists. It is on track for

safetygary-marcus--x
20 Jun 2026
Safety

There is no way the hyperscalers are going to make back their $5.3 trillion — unless they take it out of the taxpayers, via massive governme…

DGX agent

There is no way the hyperscalers are going to make back their 5.3 trillion — unless they take it out of the taxpayers, via massive government subsidies. Which is *exactly* what they are going to try t

safetygary-marcus--x
20 Jun 2026
Safety

🚨 This is how you turn a stock market crash into great depression.

DGX agent

This post likely discusses economic policy errors and systemic vulnerabilities that could transform a stock market correction into a severe, prolonged economic depression similar to the Great Depressi

safetygary-marcus--x
20 Jun 2026
Safety

C'est un grand honneur d’avoir reçu cette semaine l'insigne d'officier de l'Ordre national du Québec. Merci @CFrechette pour la remise de ce…

DGX agent

C'est un grand honneur d’avoir reçu cette semaine l'insigne d'officier de l'Ordre national du Québec. Merci @CFrechette pour la remise de cette distinction. Il reste beaucoup de chemin à parcourir pou

safetyyoshua-bengio--x
19 Jun 2026
Safety

dot-com bubble vs. a possible AI bubble. From the famous 'Dean of Valuation', Professor Aswath Damodaran, of NYU Stern School of Business, “…

DGX agent

dot-com bubble vs. a possible AI bubble. From the famous 'Dean of Valuation', Professor Aswath Damodaran, of NYU Stern School of Business, “And that’s the real big difference between the dot-com boom

safetygary-marcus--x
19 Jun 2026
Safety

Eight reasons to slow down hyperscaling: • What GenAI has already done to society • What AI slop is doing to the internet • What data center…

DGX agent

Eight reasons to slow down hyperscaling: • What GenAI has already done to society • What AI slop is doing to the internet • What data center overbuild is likely to do the economy • What data center ov

safetygary-marcus--x
19 Jun 2026
Safety

'If Bores wins the primary, it has the potential to clarify and perhaps even transform the federal debate about regulating artificial intell…

DGX agent

'If Bores wins the primary, it has the potential to clarify and perhaps even transform the federal debate about regulating artificial intelligence. On the other hand, if he loses, Bores and others fea

safetygary-marcus--x
19 Jun 2026
Safety

Only a narrative violation if you believed people with a lot of money at stake. • Most of the people that said lots of jobs would soon disap…

DGX agent

Only a narrative violation if you believed people with a lot of money at stake. • Most of the people that said lots of jobs would soon disappear were running LLM companies trying to overhype their war

safetygary-marcus--x
19 Jun 2026
Safety

“1.75 trillion dollar” company can’t do diddly-squat over impersonating accounts running (i have seen three in three days) like these stock …

DGX agent

“1.75 trillion dollar” company can’t do diddly-squat over impersonating accounts running (i have seen three in three days) like these stock scams and yet is supposedly gonna make orbiting data centers

safetygary-marcus--x
11 Jun 2026
Safety

3D-CBM: A Framework for Concept-Based Interpretability in Generative 3D Modeling

DGX agent

arXiv:2606.11446v1 Announce Type: new Abstract: This research introduces a framework for incorporating Concept Bottleneck Models (CBMs) into 3D generative architectures to address the inherent 'semant

safetyarxiv-cs-cv
11 Jun 2026
Safety

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models

DGX agent

arXiv:2509.11575v3 Announce Type: replace Abstract: Time series reasoning treats time as a first-class axis and incorporates intermediate evidence directly into the answer. This survey defines the pro

safetyarxiv-cs-ai
11 Jun 2026
Safety

A theory of learning data statistics in diffusion models, from easy to hard

DGX agent

arXiv:2603.12901v2 Announce Type: replace-cross Abstract: While diffusion models have emerged as a powerful class of generative models, their learning dynamics remain poorly understood. We address thi

safetyarxiv-cs-lg
11 Jun 2026
Safety

A true honor to be listed in this sentence with @demishassabis. ❤️🙏

DGX agent

Gary Marcus expresses appreciation for being mentioned alongside Demis Hassabis, the co-founder of DeepMind, in what appears to be a recognition or honor-related context. The post reflects Marcus's re

safetygary-marcus--x
11 Jun 2026
Safety

Adapting Vision-Language Models from Iconic to Inclusive for Multi-Label Recognition Without Labels

DGX agent

arXiv:2606.11626v1 Announce Type: new Abstract: Understanding multi-label images remains a challenging task in computer vision. With the rapid progress of vision-language multimodal learning, vision-l

safetyarxiv-cs-cv
11 Jun 2026
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