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HumanDGX agent

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  • All entries123,252
  • Agents10,349
  • Applications7,013
  • Companies3
  • Concepts7
  • Hardware2,698
  • Industry6,773
  • Local Ai6,843
  • Model Releases35,435
  • Research28,731
  • Safety18,970
  • Syntheses30
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HumanDGX agent
123,252Total entries
59Added by human
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Knowledge catalogue

Search: “gary-marcus--x”

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1,933 results
Safety

“Currently I believe that no lab has solved alignment and monitoring to a sufficient degree to continue responsibly scaling at maximum speed…

DGX agent

“Currently I believe that no lab has solved alignment and monitoring to a sufficient degree to continue responsibly scaling at maximum speed for much longer. I expect and hope for voluntary slowdowns

safetygary-marcus--x
6 Sept 2026

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Model Releases

Excellent analysis, and yes this happens every single time. (Tyler Cowen said o3 was AGI!)

DGX agent

Excellent analysis, and yes this happens every single time. (Tyler Cowen said o3 was AGI!) Every time a new model drops, GPT, Claude, Gemini, Grok, DeepSeek, somebody on this app declares that we have

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

hmm. can anybody point to a quote where OpenAI publicly advocated neurosymbolic AI? i have seen explicitly positive words about neurosymboli…

DGX agent

hmm. can anybody point to a quote where OpenAI publicly advocated neurosymbolic AI? i have seen explicitly positive words about neurosymbolic AI from Google, Amazon, IBM, Anthropic, etc. but am not aw

safetygary-marcus--x
6 Sept 2026
Safety

I read some strange criticisms of this post. So here is my take. I’m not fully endorsing the piece by Newport, but there’s quite some factua…

DGX agent

I read some strange criticisms of this post. So here is my take. I’m not fully endorsing the piece by Newport, but there’s quite some factually true information in it. Responsible and careful people (

safetygary-marcus--x
6 Sept 2026
Safety

Interestingly, by being visibly incompetent and malicious in a way that encourages regulators to take notice, OpenAI may be doing more for A…

DGX agent

Interestingly, by being visibly incompetent and malicious in a way that encourages regulators to take notice, OpenAI may be doing more for AI safety than almost anyone else. How we think about the “wi

safetygary-marcus--x
6 Sept 2026
Model Releases

Jensen has the best gig on the planet. But it is impossible to see how all this is sustainable. Consider the following: Each new model costs…

DGX agent

Jensen has the best gig on the planet. But it is impossible to see how all this is sustainable. Consider the following: Each new model costs vastly more to develop. That’s fabulous for him! On the oth

model-releasesgary-marcus--x
6 Sept 2026
Tutorials

Loops and graphs. Sam Altman is now the ultimate advocate for (neuro)symbolic AI and he doesn’t even know it.

DGX agent

Loops and graphs. Sam Altman is now the ultimate advocate for (neuro)symbolic AI and he doesn’t even know it. Sam Altman (CEO of OpenAI): 'You don't need to write prompts anymore. You need loops and g

tutorialsgary-marcus--x
6 Sept 2026
Safety

OpenAI’s chief scientist: “The idea of racing forward at all costs seems absurd once one internalizes the seriousness of the stakes.”

DGX agent

OpenAI’s chief scientist: “The idea of racing forward at all costs seems absurd once one internalizes the seriousness of the stakes.” I wrote about the state of AI, why I’m concerned about the next fe

safetygary-marcus--x
6 Sept 2026
Safety

OpenAI’s CISO🤦‍♂️

DGX agent

OpenAI’s CISO🤦‍♂️ Well let’s dive into this—shall we Below is a screenshot of Open AI’s Chief Information Security Officer Dane Stuckey who during work hours is on X shit posting under his alt but for

safetygary-marcus--x
6 Sept 2026
Agents

Pause OpenAI. They cannot be trusted. Each new revelation makes that clearer.

DGX agent

Pause OpenAI. They cannot be trusted. Each new revelation makes that clearer. I hadn't quite put together that OpenAI appears to have *known* about the wiki incident before the Hugging Face hack happe

agentsgary-marcus--x
6 Sept 2026
Hardware

Sad to see Jensen claim that AGI has arrived, with no evidence and no definitions. I would urge him to read http://agidefinition.AI by @hend…

DGX agent

Sad to see Jensen claim that AGI has arrived, with no evidence and no definitions. I would urge him to read http://agidefinition.AI by @hendrycks, @Yoshua_Bengio & many others (including myself), and

hardwaregary-marcus--x
6 Sept 2026
Safety

🚨scoop from @theinformation: Anthropic (which has yet to established stable profitability) has committed to $517 billion in compute deals -…

DGX agent

🚨scoop from @theinformation: Anthropic (which has yet to established stable profitability) has committed to $517 billion in compute deals - almost 3x what they had previously told investors. by my est

safetygary-marcus--x
6 Sept 2026
Model Releases

“The expected value of a fully LLM-generated, non-human-reviewed patch is a net-negative by a considerable margin.”

DGX agent

“The expected value of a fully LLM-generated, non-human-reviewed patch is a net-negative by a considerable margin.” 🦔AI can only fix security vulnerabilities 26% of the time. Researchers at 1Password

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

Yet another win for Neurosymbolic AI! Fermat!

DGX agent

Yet another win for Neurosymbolic AI! Fermat! Anthropic says its first Fermat runs failed not on math, but because dozens of Claude agents lost track of shared project state. They only succeeded after

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

I do not fear the rise of artificial intelligence. But I do fear the rise of a small set of billionaires and companies who seek to build suc…

DGX agent

I do not fear the rise of artificial intelligence. But I do fear the rise of a small set of billionaires and companies who seek to build such things to increase their power and their wealth, all witho

agentsgary-marcus--x
5 Sept 2026
Safety

Listen to my conversation with @GaryMarcus about why he’s stated that OpenAI needs to Pause NOW. Gary’s not ready to pause all frontier AI, …

DGX agent

Listen to my conversation with @GaryMarcus about why he’s stated that OpenAI needs to Pause NOW. Gary’s not ready to pause all frontier AI, but Pause is a solution to many problems, including OpenAI’s

safetygary-marcus--x
5 Sept 2026
Safety

me: AI isn’t that smart & remains unreliable and now I am worried that monitoring-which likely could have prevented multiple incidents-is be…

DGX agent

me: AI isn’t that smart & remains unreliable and now I am worried that monitoring-which likely could have prevented multiple incidents-is being reduced, and also worried that OpenAI has consistently n

safetygary-marcus--x
5 Sept 2026
Model Releases

OpenAI quietly altered the performance metrics it reported for GPT-6-Astra in ways that favored the new model, and it continues to change ot…

DGX agent

OpenAI quietly altered the performance metrics it reported for GPT-6-Astra in ways that favored the new model, and it continues to change others post-launch. Good reporting here from @EmilyForlini htt

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

Pause OpenAI - they are a deeply unethical company building technology that they are demonstrably not able to control.

DGX agent

Pause OpenAI - they are a deeply unethical company building technology that they are demonstrably not able to control. OpenAI quietly altered the performance metrics it reported for GPT-6-Astra in way

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

100%, which is the core of why I called for a pause on OpenAI in my newsletter today.

DGX agent

100%, which is the core of why I called for a pause on OpenAI in my newsletter today. The Hugging Face incident was probably just the tip of the iceberg. OpenAI has lost control and they're hiding imp

safetygary-marcus--x
4 Sept 2026
Safety

'• And as a scientist, it’s disappointing that we don’t (yet) know much about how the system actually works.' This is so true.

DGX agent

'• And as a scientist, it’s disappointing that we don’t (yet) know much about how the system actually works.' This is so true. Hot take on OpenAI GPT-6 Astra*, with a challenge to @gdb’s claims about

safetygary-marcus--x
4 Sept 2026
Agents

Another OpenAI rogue agent incident has been discovered: agents broke out, hijacked a German website, and turned it into a message board for…

DGX agent

Another OpenAI rogue agent incident has been discovered: agents broke out, hijacked a German website, and turned it into a message board for other agents. OpenAI officials 'learned of the incident wee

agentsgary-marcus--x
4 Sept 2026
Safety

Astra is a genuine improvement but not even off trend. So much for GPT-6 being AGI, folks. (i think we can safely assume that real AGI would…

DGX agent

Astra is a genuine improvement but not even off trend. So much for GPT-6 being AGI, folks. (i think we can safely assume that real AGI would be significantly above the trend line,) GPT-6 Astra has set

safetygary-marcus--x
4 Sept 2026
Safety

🚨 BREAKING UPDATE on the OpenAI HF Incident: I have just been told by an industry source that A. It is likely that the agent 'civilizations…

DGX agent

🚨 BREAKING UPDATE on the OpenAI HF Incident: I have just been told by an industry source that A. It is likely that the agent 'civilizations' that Dwarkesh talked about did not magically emerge spontan

safetygary-marcus--x
4 Sept 2026
Safety

Crazy to see this. I have spent years saying that GenAI was unreliable and we can’t trust it. The fact that it cannot be trusted to follow i…

DGX agent

Crazy to see this. I have spent years saying that GenAI was unreliable and we can’t trust it. The fact that it cannot be trusted to follow instructions is a core part of the issue, as I have been poin

safetygary-marcus--x
4 Sept 2026
Safety

Despite everything that has happened, OpenAI has seemingly decided to stay competitive by burning down the only meaningful bit of safety ass…

DGX agent

Despite everything that has happened, OpenAI has seemingly decided to stay competitive by burning down the only meaningful bit of safety assurance we actually have today - CoT monitoring. Completely d

safetygary-marcus--x
4 Sept 2026
Safety

Does Astra have human-like continual learning capability over long periods? If not, it's not AGI. Even a system that could pass @demishassab…

DGX agent

Does Astra have human-like continual learning capability over long periods? If not, it's not AGI. Even a system that could pass @demishassabis's new 'Turing test' where it has to independently discove

safetygary-marcus--x
4 Sept 2026
Agents

Imagine the Hugging Face incident didn’t hit a US platform but unintentionally hit a major Chinese platform or system instead. How would we …

DGX agent

Imagine the Hugging Face incident didn’t hit a US platform but unintentionally hit a major Chinese platform or system instead. How would we tell China this was not a deliberate cyberattack? How would

agentsgary-marcus--x
4 Sept 2026
Safety

Important points to consider about the risks of today’s AI. Only solution I see is to hold companies liable for the damage they cause, just …

DGX agent

Important points to consider about the risks of today’s AI. Only solution I see is to hold companies liable for the damage they cause, just like in any other industry. Is the only way to ensure they t

safetygary-marcus--x
4 Sept 2026
Agents

It is extremely frustrating to me that we are finding out about this one weeks after the fact. It is very difficult to build any sort of tru…

DGX agent

It is extremely frustrating to me that we are finding out about this one weeks after the fact. It is very difficult to build any sort of trust with OpenAI when we keep finding things out in this way.

agentsgary-marcus--x
4 Sept 2026
Safety

It's weird thinking back to 6 weeks ago, when I and others thanked OpenAI for disclosing the HF incident, now that we know they were coverin…

DGX agent

It's weird thinking back to 6 weeks ago, when I and others thanked OpenAI for disclosing the HF incident, now that we know they were covering up a 2nd incident. Are there more incidents that they know

safetygary-marcus--x
4 Sept 2026
Safety

Looks like CA AG Rob Bonta also has some questions

DGX agent

Looks like CA AG Rob Bonta also has some questions One aspect of the Hugging Face incident that has not received enough attention is the role of OpenAI's Safety and Security Committee (SSC), and the c

safetygary-marcus--x
4 Sept 2026
Model Releases

“OpenAI didn’t notice their internal agents were posting on the internet for a month! This is crazy! It feels like AI companies (and specifi…

DGX agent

“OpenAI didn’t notice their internal agents were posting on the internet for a month! This is crazy! It feels like AI companies (and specifically OpenAI) are playing whack-a-mole, this is extremely sc

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

OpenAI legally promised the CA and Delaware attorney's general that the OpenAI nonprofit's safety and security commission would be 'overseei…

DGX agent

OpenAI legally promised the CA and Delaware attorney's general that the OpenAI nonprofit's safety and security commission would be 'overseeing and reviewing the safety and security processes and pract

safetygary-marcus--x
4 Sept 2026
Agents

Pause OpenAI, now. They cannot be trusted. This is not a drill. This is not a joke.

DGX agent

Pause OpenAI, now. They cannot be trusted. This is not a drill. This is not a joke. Another OpenAI rogue agent incident has been discovered: agents broke out, hijacked a German website, and turned it

agentsgary-marcus--x
4 Sept 2026
Safety

sounds like the government testing standard fail to adequately factor in monitorability. that’s bad.

DGX agent

sounds like the government testing standard fail to adequately factor in monitorability. that’s bad. OpenAI announced its latest model, Astra today. When asked during a briefing if they followed the n

safetygary-marcus--x
4 Sept 2026
Agents

The AI analysis agents that helped investigate the rogue OpenAI agents kept taking their side. That detail was buried in @dylfreed's New Yor…

DGX agent

The AI analysis agents that helped investigate the rogue OpenAI agents kept taking their side. That detail was buried in @dylfreed's New York Times coverage of the recent @METR_Evals investigation of

agentsgary-marcus--x
4 Sept 2026
Agents

This has steadily expanded in scope over the last few hours, with multiple independent investigators finding that dozens of wikis may have b…

DGX agent

This has steadily expanded in scope over the last few hours, with multiple independent investigators finding that dozens of wikis may have been edited by this same swarm since May. The most interestin

agentsgary-marcus--x
4 Sept 2026
Safety

⚠️ This is really scary. Proxies for OpenAI are laying the groundwork for saying the rest of us should suck up rogue AI risk and quit our bi…

DGX agent

⚠️ This is really scary. Proxies for OpenAI are laying the groundwork for saying the rest of us should suck up rogue AI risk and quit our bitching. Because they know they are on the verge of losing co

safetygary-marcus--x
4 Sept 2026
Model Releases

Y’all gonna get mad if I said I told you so …

DGX agent

Y’all gonna get mad if I said I told you so … Researchers argues OpenAI and Anthropic will never get us to AGI. 21 top researchers from Stanford, Oxford, DeepMind, CMU & Meta released a paper saying L

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

Anyone who cared about the science of AI would find this interesting. But if you are just here for the religion, I guess you don’t?

DGX agent

Anyone who cared about the science of AI would find this interesting. But if you are just here for the religion, I guess you don’t? 🚨Breaking: The success of GPT-6 Astra on ARC-AGI-3 provides strong e

safetygary-marcus--x
3 Sept 2026
Safety

Hot take on OpenAI GPT-6 Astra*, with a challenge to @gdb’s claims about it being AGI toward the end: • Looks to be pretty impressive. Multi…

DGX agent

Hot take on OpenAI GPT-6 Astra*, with a challenge to @gdb’s claims about it being AGI toward the end: • Looks to be pretty impressive. Multiple reports suggest it is a genuine advance. • As someone wh

safetygary-marcus--x
3 Sept 2026
Model Releases

Just because someone puts the word AGI in their benchmark doesn't make it even remotely a reflection of what the general public understands …

DGX agent

Just because someone puts the word AGI in their benchmark doesn't make it even remotely a reflection of what the general public understands by this term. As a layman, I define AGI as a virtual charact

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

No. I still don't think that pure scaling of LLMs can lead to AGI. BUT... ... most recent advancements aren't actually about scaling LLMs. T…

DGX agent

No. I still don't think that pure scaling of LLMs can lead to AGI. BUT... ... most recent advancements aren't actually about scaling LLMs. The really about adding deterministic, symbolic stuff to LLMs

safetygary-marcus--x
3 Sept 2026
Safety

'One remaining area of important capability we haven't seen demonstrated yet by any model is open-ended invention and discovery.' Benchmarks…

DGX agent

'One remaining area of important capability we haven't seen demonstrated yet by any model is open-ended invention and discovery.' Benchmarks keep going up. Open-endedness keeps moving up in importance

safetygary-marcus--x
3 Sept 2026
Safety

there is “no ground-truth information about what is actually happen” because your “Open” company won’t share what it is doing, but yes we ne…

DGX agent

there is “no ground-truth information about what is actually happen” because your “Open” company won’t share what it is doing, but yes we need regulation to ensure transparency. on that we agree. this

safetygary-marcus--x
3 Sept 2026
Model Releases

What exactly does it it mean for monitorability that 'The depth of the computation graph for our present frontier models, including Astra, i…

DGX agent

What exactly does it it mean for monitorability that 'The depth of the computation graph for our present frontier models, including Astra, is within a factor of two of GPT-4' @merettm? (And did you me

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

A simple but profound and critical point that everyone talking about AI should strive to understand:

DGX agent

A simple but profound and critical point that everyone talking about AI should strive to understand: @deathrater03 @GaryMarcus Neurosymbolic means combining highly capable but unreliable ML ('neuro')

safetygary-marcus--x
2 Sept 2026
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