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HumanDGX agent

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Categories
  • 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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83,164Total entries
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Knowledge catalogue

Search: “safety”

GridTimelineEvolution
1,623 results
Safety

⚡️ with @staysaasy, our second anonymous pod ever: https://www.youtube.com/watch?v=5KnCKadxSPY A conversation with the Stay Sassy duo on how…

DGX agent

⚡️ with @staysaasy, our second anonymous pod ever: https://www.youtube.com/watch?v=5KnCKadxSPY A conversation with the Stay Sassy duo on how AI is changing software teams, management, internal tooling

safetyswyx--x
13 Apr 2026
AllBlogX PostPaperYouTubeRedditGitHub
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Safety

Each workflow in Thoth is a full LangGraph agent which can call subagents which themselves are LangGraph agents. Just describe what you want…

DGX agent

Each workflow in Thoth is a full LangGraph agent which can call subagents which themselves are LangGraph agents. Just describe what you want in plain English and it builds a full multi-step pipeline.

safetyharrison-chase--x
12 Apr 2026
Safety

🇧🇪Good news for Belgian Tesla owners! The Netherlands’ RDW just issued the first European type approval for Tesla FSD Supervised. Attached…

DGX agent

🇧🇪Good news for Belgian Tesla owners! The Netherlands’ RDW just issued the first European type approval for Tesla FSD Supervised. Attached letter from the Belgian federal administration (Minister Jean

safetyelon-musk--x
12 Apr 2026
Safety

Restore Britain would allow free public speech without imprisonment

DGX agent

Restore Britain would allow free public speech without imprisonment Platforms hosting lawful content must be shielded from government pressure to censor. We would require transparency in content moder

safetyelon-musk--x
12 Apr 2026
Safety

The Biden administration actively flew illegals into America with no vetting of their violent criminal past into America and paid for their …

DGX agent

The Biden administration actively flew illegals into America with no vetting of their violent criminal past into America and paid for their flights via NGOs. This is a war crime. Mayorkas and his budd

safetyelon-musk--x
12 Apr 2026
Safety

Under South Africa's Employment Equity policy, every employer with more than 50 staff must comply with RACIAL quota targets set by the gover…

DGX agent

Under South Africa's Employment Equity policy, every employer with more than 50 staff must comply with RACIAL quota targets set by the government. Under these rules, in roles such as 'skilled technici

safetyelon-musk--x
12 Apr 2026
Safety

Home safe!!!

DGX agent

I was unable to retrieve the specific content of the tweet at the URL provided (https://x.com/GaryMarcus/status/2042756801201082637). X (formerly Twitter) content is generally not accessible via we...

safetygary-marcus--x
11 Apr 2026
Safety

Homicides per 100,000 in El Salvador: 2015: 103 2016: 81.0 2017: 60.2 2018: 50.4 2019: 35.8 2020: 21.2 2021: 18.1 2022: 7.8 2023: 2.4 2024: …

DGX agent

El Salvador's homicide rate per 100,000 people declined dramatically from 103 in 2015 to 2.4 in 2023, representing a reduction of over 97% during that period. This sharp decline is widely attributed t

safetyelon-musk--x
11 Apr 2026
Safety

One investor today called for violence against me. Another lied about me, in a pretty deep and fundamental way. They are feeling the heat.

DGX agent

Gary Marcus, a prominent AI researcher and critic, posted on X (formerly Twitter) describing hostile reactions from investors, including one allegedly calling for violence against him and another maki

safetygary-marcus--x
11 Apr 2026
Safety

Boycott OpenAI. They literally want the right to kill you.

DGX agent

I'm unable to fetch the content of that X (Twitter) URL directly, as I don't have the ability to browse or retrieve content from social media posts or URLs. Additionally, my web search did not retu...

safetygary-marcus--x
10 Apr 2026
Safety

Everything you need to know about “Open”AI’s claims to be working on AI “for the benefit of humanity”.

DGX agent

The specific X/Twitter post referenced (status ID 2042632799950352702) is not publicly accessible through search results, as X requires JavaScript and login to view individual posts. However, based...

safetygary-marcus--x
10 Apr 2026
Safety

Mark “Metaverse” Zuckerberg totally bought Moltbook at the peak of the market 🤣

DGX agent

Meta acquired Moltbook, an AI-only social network launched in January 2026 by entrepreneurs Matt Schlicht and Ben Parr, after the platform had gone viral and then faded in popularity. Moltbook is ...

safetygary-marcus--x
10 Apr 2026
Safety

All In’s @davidsacks liking one of my tweets was not in my 2026 bingo card.

DGX agent

The specific tweet from Gary Marcus (X post ID 2042361570253217968) is not publicly accessible without authentication, and the search results do not surface its specific content. Based on available...

safetygary-marcus--x
9 Apr 2026
Safety

GenAI’s popularity has hit a wall. Hard to see how OpenAI is going to make its numbers, and easy to see why they bought a media company. The…

DGX agent

AI critic Gary Marcus argues that GenAI's popularity has plateaued, with a landmark MIT study finding that only 5% of enterprise AI pilots generate revenue, while most deliver little to no measura...

safetygary-marcus--x
9 Apr 2026
Safety

Google's AI Overviews spew out millions of false answers per hour, bombshell study reveals https://trib.al/1ao7qB1

DGX agent

A study commissioned by *The New York Times* and conducted by AI startup Oumi tested 4,326 Google searches using the SimpleQA benchmark, finding that Google's AI Overviews were accurate 85% of the...

safetygary-marcus--x
9 Apr 2026
Safety

I will never get used to the sheer number of people who lie about me.

DGX agent

I was unable to retrieve results for that specific tweet URL. The tweet ID referenced (2042037797503299600) does not appear in any indexed web search results, and X (formerly Twitter) posts are gen...

safetygary-marcus--x
9 Apr 2026
Safety

Stargate never made sense.

DGX agent

AI critic and cognitive scientist Gary Marcus publicly challenged the economic rationale behind Project Stargate, the Trump-announced $500 billion AI infrastructure initiative, arguing that the mat...

safetygary-marcus--x
9 Apr 2026
Safety

this map is the story of the last 25 years of us foreign policy in its own backyard. and that was before the tariffs.

DGX agent

I was unable to retrieve the specific content of the linked X (Twitter) post by Ian Bremmer, as the URL points to a social media post that is not directly accessible or indexed with its full conten...

safetyyann-lecun--x
9 Apr 2026
Safety

This SHOULD be an obvious point.

DGX agent

I was unable to retrieve the specific tweet at the URL provided (https://x.com/GaryMarcus/status/2042242813384142965). The tweet ID (2042242813384142965) appears to be from the future relative to c...

safetygary-marcus--x
9 Apr 2026
Safety

Tragically I am continuing to find that the most effective guardrail against slop is extremely talented engineers doing very thoughtful, hum…

DGX agent

I was unable to retrieve the specific content from the X (Twitter) post at the URL provided, and my web search did not surface the original post or any reliable secondary sources quoting or summari...

safetyjeremy-howard--x
9 Apr 2026
Safety

Again, if you care about computer security, read the red team report: https://red.anthropic.com/2026/mythos-preview/

DGX agent

Anthropic's Frontier Red Team report (April 2026) details the cybersecurity capabilities of Claude Mythos Preview, a general-purpose frontier model that performs strongly across the board but is s...

safetyethan-mollick--x
8 Apr 2026
Safety

Common Failure Modes Break VLM-Powered OCR in Production. 🔁 Repetition Loops — model spirals into infinite whitespace, exhausts resources, …

DGX agent

Common Failure Modes Break VLM-Powered OCR in Production. 🔁 Repetition Loops — model spirals into infinite whitespace, exhausts resources, cascades latency across your system 🛑 Recitation Errors — saf

safetyjerry-liu--x
8 Apr 2026
Safety

Dudes who won’t tag me because they know their arguments are weak sauce.* *for intellectual exercise you can list the flaws and misrepresent…

DGX agent

I was unable to retrieve the specific tweet at that URL — the X (Twitter) page requires JavaScript/login to load, and the tweet ID `2041954164562145434` does not appear in any indexed search result...

safetygary-marcus--x
8 Apr 2026
Safety

In AI, a lot can change in seven years.

DGX agent

The specific tweet (status ID 2041953155651661977) is not accessible — that ID appears to be from a future date and does not correspond to any retrievable post in the search results. The URL provid...

safetygary-marcus--x
8 Apr 2026
Safety

Incredible.

DGX agent

I was unable to retrieve the specific post at the URL provided (status ID `2041955770644713823`). This post ID does not appear in any search results, and X (formerly Twitter) requires JavaScript/lo...

safetygary-marcus--x
8 Apr 2026
Safety

literally fourteen minutes after my last explanation of why this is a false dichotomy 🤦‍♂️

DGX agent

The specific tweet (status ID 2041904683338625283) is not publicly accessible through search results, and the URL provided appears to reference a future or inaccessible post. The tweet ID is also b...

safetygary-marcus--x
8 Apr 2026
Safety

not surprised by any of this, headline or subheading

DGX agent

I was unable to retrieve the specific tweet at that URL (tweet ID 2041912293475414378). The tweet ID is extremely high — well beyond current Twitter/X ID ranges as of today — suggesting it may be a...

safetygary-marcus--x
8 Apr 2026
Safety

Voice ChatGPT can’t start a timer, but AGI is imminent! 🤦‍♂️

DGX agent

AI critic Gary Marcus uses the irony of ChatGPT's Voice mode being unable to perform a basic task — starting a timer — as a pointed illustration of the gap between AI industry hype and real-world c...

safetygary-marcus--x
8 Apr 2026
Safety

You should read the red team report: https://red.anthropic.com/2026/mythos-preview/

DGX agent

Anthropic's Frontier Red Team published a technical report (April 2026) detailing how their unreleased model, Claude Mythos Preview, autonomously identifies and exploits critical security vulnerabi...

safetyethan-mollick--x
7 Apr 2026
Safety

// Actions Speak Louder Than Words // Multilingual agent evaluation compares final answers and throws the trajectory away. The trajectory fi…

DGX agent

// Actions Speak Louder Than Words // Multilingual agent evaluation compares final answers and throws the trajectory away. The trajectory fixes cost, latency, failure mode, and auditability. New resea

safetydair-ai--x
12 Aug 2026
Safety

When should you start post-training your own models? @FireworksAI_HQ CEO @lqiao’s answer: after product-market fit. Not because it's hard...…

DGX agent

When should you start post-training your own models? @FireworksAI_HQ CEO @lqiao’s answer: after product-market fit. Not because it's hard... but because only after PMF is the data coming off your prod

safetysonya-huang--x
12 Aug 2026
Safety

From @sequoia's own your intelligence event. We're starting to see a new category of company emerge, the Full-Stack AI company, where innova…

DGX agent

From @sequoia's own your intelligence event. We're starting to see a new category of company emerge, the Full-Stack AI company, where innovation happens at both the product and intelligence layer. Tha

safetysonya-huang--x
11 Aug 2026
Safety

OWN YOUR INTELLIGENCE Last year, building on open-weight models was primarily a cost rationalization exercise. Slightly worse performance fo…

DGX agent

OWN YOUR INTELLIGENCE Last year, building on open-weight models was primarily a cost rationalization exercise. Slightly worse performance for a much cheaper price. Now, it is increasingly an existenti

safetysonya-huang--x
11 Aug 2026
Safety

Really important point and nicely explained! Two further points worth noting: (1) if an AI system relies on a harness (which as Gary notes i…

DGX agent

Really important point and nicely explained! Two further points worth noting: (1) if an AI system relies on a harness (which as Gary notes in other writing is increasingly improtant in top models), th

safetygary-marcus--x
10 Aug 2026
Safety

New research from Meta. Agent harnesses are still mostly authored by hand. This makes it hard to tune robust agent harnesses for long-horizo…

DGX agent

New research from Meta. Agent harnesses are still mostly authored by hand. This makes it hard to tune robust agent harnesses for long-horizon tasks. In this new work, agents learn harness policies off

safetydair-ai--x
9 Aug 2026
Safety

and we agree with @GaryMarcus. Training and running frontier class AI on CPUs, at a fractional cost, saving the planet, while building human…

DGX agent

and we agree with @GaryMarcus. Training and running frontier class AI on CPUs, at a fractional cost, saving the planet, while building human aligned AI is the 2nd innings of AI race. CPUs and the rise

safetygary-marcus--x
8 Aug 2026
Safety

CPUs and the rise of neurosymbolic AI by @garymarcus (with implications for what Artificial Intelligence implies about natural intelligence …

DGX agent

CPUs and the rise of neurosymbolic AI by @garymarcus (with implications for what Artificial Intelligence implies about natural intelligence -- Gary's & my interest ever since we worked together 37 yea

safetygary-marcus--x
8 Aug 2026
Safety

Among proponents of neurosymbolic architectures, there had been some debate over the years about whether the outer level would be symbolic (…

DGX agent

Among proponents of neurosymbolic architectures, there had been some debate over the years about whether the outer level would be symbolic (i.e. a harness that calls neural models) or whether the oute

safetygary-marcus--x
6 Aug 2026
Safety

C’mon, it’s not game over for Google Seven reasons why not, excerpted from my newsletter:

DGX agent

C’mon, it’s not game over for Google Seven reasons why not, excerpted from my newsletter: Jeff Dean and Demis Hassabis are the two most important AI executives at Google. Jeff is leaving and Demis is

safetygary-marcus--x
6 Aug 2026
Safety

critical history and context that a lot of people have conveniently forgotten

DGX agent

critical history and context that a lot of people have conveniently forgotten For a very long time most high-performing AI models were end-to-end neural models; vector input -> vector output, with onl

safetygary-marcus--x
6 Aug 2026
Safety

Gary Marcus won! @GaryMarcus

DGX agent

Gary Marcus won! @GaryMarcus I would have assumed it was fairly obvious, but in case it's not: a million-line codebase (also known as a 'harness'), running at inference time, orchestrating thousands o

safetygary-marcus--x
6 Aug 2026
Safety

It was the verification problem all along, while the masses were distracted by the alignment problem. Recursive self improvement? How does t…

DGX agent

It was the verification problem all along, while the masses were distracted by the alignment problem. Recursive self improvement? How does the observer observe itself and know that it changed for the

safetyyann-lecun--x
6 Aug 2026
Safety

OMG i wrote some of the original work on what is to be neurosymbolic in 2001 and dude who probably hasn’t read that work is trying to school…

DGX agent

OMG i wrote some of the original work on what is to be neurosymbolic in 2001 and dude who probably hasn’t read that work is trying to school me on the definition 🤦‍♂️ coding harness and tools calls ar

safetygary-marcus--x
6 Aug 2026
Safety

the smartest young people in sf were working on agi/alignment 5-10y ago. they are working on bci today. naomi is a total star and is one of …

DGX agent

the smartest young people in sf were working on agi/alignment 5-10y ago. they are working on bci today. naomi is a total star and is one of an explosion of young talent into the bci space recently. i’

safetysonya-huang--x
6 Aug 2026
Safety

⚠️⚠️⚠️ Constitutional AI is not working. Aligning LLMs is not working. We need a different approach. If society doesn’t place its bets diffe…

DGX agent

⚠️⚠️⚠️ Constitutional AI is not working. Aligning LLMs is not working. We need a different approach. If society doesn’t place its bets differently, we are screwed. Anthropic's Mythos created fake iden

safetygary-marcus--x
5 Aug 2026
Safety

Fields Medalist Jacob Tsimerman knows MUCH MUCH more about math than I do, or ever will, but I have been studying natural and artificial int…

DGX agent

Fields Medalist Jacob Tsimerman knows MUCH MUCH more about math than I do, or ever will, but I have been studying natural and artificial intelligence for 40 years, and I think his prediction here (“AI

safetygary-marcus--x
5 Aug 2026
Safety

interesting (and completely opposed to @haider1’s take on the same graph) *the labs themselves* have only modestly changed their predictions…

DGX agent

interesting (and completely opposed to @haider1’s take on the same graph) *the labs themselves* have only modestly changed their predictions on AGI timelines over the last decade. note also that (on a

safetygary-marcus--x
5 Aug 2026
Safety

is there a polite synonym for “circle jerk”?

DGX agent

The post contains two distinct snippets. First, user @GaryMarcus asks whether there is a more polite way to refer to “circle jerk.” Second, it shares a (likely satirical) claim that Microsoft’s AI rev

safetygary-marcus--x
5 Aug 2026
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