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HumanDGX agent

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  • All entries83,164
  • Agents7,154
  • Applications5,119
  • Concepts5
  • Hardware1,732
  • Industry6,077
  • Local Ai4,639
  • Model Releases22,084
  • Research18,857
  • Safety12,598
  • Syntheses17
  • Tools1,664
  • Tutorials3,218

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HumanDGX agent

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Knowledge catalogue

Search: “safety”

GridTimelineEvolution
1,623 results
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
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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

Here is a very common problem when building complex agents. Long-horizon agents (in particular) fail in two ways: the decision-maker can't d…

DGX agent

Here is a very common problem when building complex agents. Long-horizon agents (in particular) fail in two ways: the decision-maker can't decompose well, or the skill library goes stale. This new res

safetydair-ai--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

Trump has spent the better years of his second term treating allied governments like freeloading tenants who should be grateful he hasn’t ch…

DGX agent

Trump has spent the better years of his second term treating allied governments like freeloading tenants who should be grateful he hasn’t changed the locks. The result, predictably, is that they’ve st

safetyyann-lecun--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

Groups and movements that can build & get implemented clear policies will have an outsized impact on the chances that AI is used in the way …

DGX agent

Groups and movements that can build & get implemented clear policies will have an outsized impact on the chances that AI is used in the way that they want. This is especially true in the near term It

safetyethan-mollick--x
25 Apr 2026
Safety

Here are 5 epic prompts to use with ChatGPT's new image generator. It's the most powerful image generator on the market, so let's use it to …

DGX agent

Here are 5 epic prompts to use with ChatGPT's new image generator. It's the most powerful image generator on the market, so let's use it to our advantage. Save this one 📌 WORK SETUP AUDIT: upload a ph

safetyallie-k--miller--x
25 Apr 2026
Safety

If you believe that AI is going to have a big impact on work and life, the only real tool for mitigating bad impacts and channeling usage fo…

DGX agent

If you believe that AI is going to have a big impact on work and life, the only real tool for mitigating bad impacts and channeling usage for good will be government policy And that policy will be com

safetyethan-mollick--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

AI is advancing faster than our ability to manage it. We still have the opportunity to build the societal and technical guardrails we need t…

DGX agent

AI is advancing faster than our ability to manage it. We still have the opportunity to build the societal and technical guardrails we need to keep people, institutions, and democracies safe — we shoul

safetyyoshua-bengio--x
24 Apr 2026
Safety

New episode of The Information Bottleneck is out, this time with @liuzhuang1234 (Princeton). We talked about ConvNeXt and whether architectu…

DGX agent

New episode of The Information Bottleneck is out, this time with @liuzhuang1234 (Princeton). We talked about ConvNeXt and whether architecture still matters; dataset bias and what 'good data' actually

safetyyann-lecun--x
24 Apr 2026
Safety

A lot of institutions and companies won’t die because of AI. They’ll die because of their own internal inability to learn. Someone recently …

DGX agent

A lot of institutions and companies won’t die because of AI. They’ll die because of their own internal inability to learn. Someone recently told me that at a big company, legal had to review and appro

safetycristobal-valenzuela--x
23 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
Safety

I’m in Madrid this week for the first in-person meeting of the United Nations Independent International Scientific Panel on AI. I'm thrilled…

DGX agent

I’m in Madrid this week for the first in-person meeting of the United Nations Independent International Scientific Panel on AI. I'm thrilled to be part of this distinguished group of 40 international

safetyyoshua-bengio--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
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
Safety

🦤 LeWorldModel: Learning Physics from Pixels — Stable World Models with Just Two Losses World models: 1️⃣ DINO-WM: pretrained ViT encoder (…

DGX agent

🦤 LeWorldModel: Learning Physics from Pixels — Stable World Models with Just Two Losses World models: 1️⃣ DINO-WM: pretrained ViT encoder (from ImageNet) → features → predictor. But encoder is frozen,

safetyyann-lecun--x
22 Apr 2026
Safety

LiteParse: our open-source, layout-aware PDF parser for AI agents. The secret? Grid projection. Instead of heavy ML layout models or flat te…

DGX agent

LiteParse: our open-source, layout-aware PDF parser for AI agents. The secret? Grid projection. Instead of heavy ML layout models or flat text extraction, it projects text onto a monospace grid so ali

safetyjerry-liu--x
22 Apr 2026
Safety

Terrible

DGX agent

Terrible This is insane… The Virginia redistricting amendment on the ballot today is framed as a vote to 'restore fairness in the upcoming elections.' In reality, it turns a state that Kamala barely w

safetyelon-musk--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
Safety

I love the way this is framed. New congressional districts that would disenfranchise almost half of Virginia GOP voters are designed 'to res…

DGX agent

I love the way this is framed. New congressional districts that would disenfranchise almost half of Virginia GOP voters are designed 'to restore fairness in the upcoming elections.' Modern American po

safetyelon-musk--x
21 Apr 2026
Safety

Last Wednesday, our founder and scientific advisor, @Yoshua_Bengio, was officially appointed an Officer of the Order of the British Empire (…

DGX agent

Last Wednesday, our founder and scientific advisor, @Yoshua_Bengio, was officially appointed an Officer of the Order of the British Empire (OBE). This prestigious distinction recognizes his contributi

safetyyoshua-bengio--x
21 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
Safety

MASSIVE: 🇺🇸 The BBC just validated everything we've been saying. A clear pattern of trades right before major Trump announcements. Iran wa…

DGX agent

MASSIVE: 🇺🇸 The BBC just validated everything we've been saying. A clear pattern of trades right before major Trump announcements. Iran war. Tariff reversals. Policy shifts. We tracked a whale for wee

safetyyann-lecun--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
Safety

// Survey on Multi-Agent Systems // The paper traces the landscape from classical paradigms (consensus, distributed control, swarm intellige…

DGX agent

// Survey on Multi-Agent Systems // The paper traces the landscape from classical paradigms (consensus, distributed control, swarm intelligence, cooperative learning) to foundation-model-enabled MAS (

safetydair-ai--x
21 Apr 2026
Safety

“There is no option to opt out” - Meta’s CTO “There was no option to opt out” - epigraph for life as we knew it?

DGX agent

“There is no option to opt out” - Meta’s CTO “There was no option to opt out” - epigraph for life as we knew it? Scoop! Meta staff are outraged over a new program that trains AI off their keystrokes a

safetygary-marcus--x
21 Apr 2026
Safety

VA law REQUIRES that ballot language be 'a neutral explanation.' This language is CLEARLY illegal. A court ruled as much...and Democrats ign…

DGX agent

VA law REQUIRES that ballot language be 'a neutral explanation.' This language is CLEARLY illegal. A court ruled as much...and Democrats ignored the court and waited for a different court to punt on t

safetyelon-musk--x
21 Apr 2026
Safety

💯 agree

DGX agent

💯 agree The AI bubble will burst says economist Ann Pettifor She is Chair of the Political Economy Research Centre's Advisory Board at Goldsmiths, a fellow of the New Economics Foundation, a director

safetygary-marcus--x
20 Apr 2026
Safety

“AI is at best a functional mimic, not a conscious experiencing subject. …. The real moral issue lies not in making AI conscious …. but in a…

DGX agent

“AI is at best a functional mimic, not a conscious experiencing subject. …. The real moral issue lies not in making AI conscious …. but in avoiding transforming humans into zombies” @GaryMarcus @OEIAC

safetygary-marcus--x
20 Apr 2026
Safety

Amazon’s AI coding boom is creating a mess. Vibe coding their way to chaos.

DGX agent

Amazon’s AI coding boom is creating a mess. Vibe coding their way to chaos. @GaryMarcus 🦔The internal document was reported by Business Insider. Here’s the link: https://www.businessinsider.com/ai-spr

safetygary-marcus--x
20 Apr 2026
Safety

Importantly, the tweet by @itsolelehmann may be misleading. I stand by what I said but have some reason to think that @AmandaAskell’s views …

DGX agent

Importantly, the tweet by @itsolelehmann may be misleading. I stand by what I said but have some reason to think that @AmandaAskell’s views may have been misrepresented. Seeking clarification and will

safetygary-marcus--x
20 Apr 2026
Safety

Je suis passé à Découverte de @CBCRadioCanada pour discuter des risques de l’IA, des raisons scientifiques qui expliquent certains des compo…

DGX agent

Je suis passé à Découverte de @CBCRadioCanada pour discuter des risques de l’IA, des raisons scientifiques qui expliquent certains des comportements inquiétants des modèles de pointe, et des solutions

safetyyoshua-bengio--x
20 Apr 2026
Safety

literally my basic model since 1998. crazy that some people still haven’t figured this out.

DGX agent

literally my basic model since 1998. crazy that some people still haven’t figured this out. My basic model of capabilities: LLMs are good at problems similar to those that appear in their training dat

safetygary-marcus--x
20 Apr 2026
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