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HumanDGX agent

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  • All entries83,193
  • Agents7,156
  • Applications5,120
  • Concepts5
  • Hardware1,734
  • Industry6,079
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  • Model Releases22,098
  • Research18,859
  • Safety12,600
  • Syntheses17
  • Tools1,664
  • Tutorials3,221

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HumanDGX agent

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Search: “safety”

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1,624 results
Safety

It’s crazy that OpenAI and xAI were built partly as ways to mitigate @demishassabis’s power and how both are more reckless and less focused …

DGX agent

It’s crazy that OpenAI and xAI were built partly as ways to mitigate @demishassabis’s power and how both are more reckless and less focused on the good part, viz AI for science. And then Anthropic was

safetygary-marcus--x
21 May 2026
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Safety

longer comment on yesterday’s stories

DGX agent

longer comment on yesterday’s stories the nuance between yesterday’s stories that X influencers won’t tell you: https://open.substack.com/pub/garymarcus/p/checking-the-math-behind-openai-and?r=8tdk6&u

safetygary-marcus--x
21 May 2026
Safety

nice measure of how insane SpaceX’s claims are

DGX agent

nice measure of how insane SpaceX’s claims are I don't offer investment advice, but when I see that SpaceX claims that their total addressable market is the size of the *complete* US economy (with eve

safetygary-marcus--x
21 May 2026
Safety

nor do we know how the (new) model works nor how it does on anything else nor how it was trained. scientists wait for facts; cheerleaders (o…

DGX agent

nor do we know how the (new) model works nor how it does on anything else nor how it was trained. scientists wait for facts; cheerleaders (over and over) rush to judgments that have often been wrong.

safetygary-marcus--x
21 May 2026
Safety

note that @jeffBezos is not betting on chatbots, but rather focusing on domain-specific tools for engineering, which is also something I wou…

DGX agent

note that @jeffBezos is not betting on chatbots, but rather focusing on domain-specific tools for engineering, which is also something I would encourage. the financial story for what he is doing may b

safetygary-marcus--x
21 May 2026
Safety

👀OpenAI Q1 operating margin was -122% even when excluding SBC and other items.

DGX agent

OpenAI reported a negative 122% operating margin in Q1, indicating the company spent significantly more on operations than it generated in revenue, even after excluding stock-based compensation and ot

safetygary-marcus--x
21 May 2026
Safety

our company, which lost money last quarter, is going to take a big slice of $28.5 trillion market that we project will exist, primarily in a…

DGX agent

our company, which lost money last quarter, is going to take a big slice of 28.5 trillion market that we project will exist, primarily in a field in which we have almost no current presence, which is

safetygary-marcus--x
21 May 2026
Safety

Pretty profound for an ipo filing: “For the entirety of its existence, human civilization has lived on a single celestial body: Earth. The c…

DGX agent

Pretty profound for an ipo filing: “For the entirety of its existence, human civilization has lived on a single celestial body: Earth. The current paradigm, in which human civilization is confined to

safetyelon-musk--x
21 May 2026
Safety

SpaceX claims a 28.5 TRILLION market let us look at Musk's pitch deck to banks for the twitter takeover in 2022, he said he'd create a 10 …

DGX agent

SpaceX claims a 28.5 TRILLION market let us look at Musk's pitch deck to banks for the twitter takeover in 2022, he said he'd create a 10 billion dollar subs biz by 2028 today, ad revs down 75% & subs

safetygary-marcus--x
21 May 2026
Safety

Subword boundaries are the second meaningful effect. Adding end-of-subword markers as input embeddings produces a large gain throughout trai…

DGX agent

Subword boundaries are the second meaningful effect. Adding end-of-subword markers as input embeddings produces a large gain throughout training (H3): end-boundaries leak future bytes (whitespace alwa

safetynous-research--x
21 May 2026
Safety

When does circular financing stop? Similar to a Ponzi Scheme, when cash outflows become greater than inflows. In this last quarter, $NVDA ca…

DGX agent

When does circular financing stop? Similar to a Ponzi Scheme, when cash outflows become greater than inflows. In this last quarter, NVDA cash grew by only ~600, and now ~95% of its operating cash flow

safetygary-marcus--x
21 May 2026
Safety

Wonder what fraction of those liking this realized it was a joke 🤣

DGX agent

Wonder what fraction of those liking this realized it was a joke 🤣 There's a lot of excitement about OpenAI's resolution of the unit distance conjecture. In this thread I will discuss the striking app

safetygary-marcus--x
21 May 2026
Safety

You can be a cheerleader, or you can be a scientist. Can’t be both. cc: @scaling01

DGX agent

Gary Marcus argues that pursuing cheerleading and science as careers are mutually exclusive paths, suggesting fundamental incompatibility between these pursuits. The post likely critiques the idea of

safetygary-marcus--x
21 May 2026
Safety

Yowza! Similar in some ways to the Stanford paper recently on LLMs hallucinating responses to images they never saw.

DGX agent

Yowza! Similar in some ways to the Stanford paper recently on LLMs hallucinating responses to images they never saw. This was an amazing and incredibly damning experiment using Microsoft Copilot, by @

safetygary-marcus--x
21 May 2026
Safety

‼️ Could large language models turn out to be the tech industry’s Vietnam? All In’s @jason notes below that today’s students are speaking ou…

DGX agent

‼️ Could large language models turn out to be the tech industry’s Vietnam? All In’s @jason notes below that today’s students are speaking out against AI, just as students in the 60s and 70s spoke out

safetygary-marcus--x
20 May 2026
Safety

LLM agents & memory systems operate in continuously updated environments (Git repos, evolving docs). They must process long contexts, recove…

DGX agent

LLM agents & memory systems operate in continuously updated environments (Git repos, evolving docs). They must process long contexts, recover earlier information, and reason over many updates that cre

safetyjeremy-howard--x
20 May 2026
Safety

patches allow for trust boundaries > patches separate 'system wants to change state' from 'change is now accepted policy determines what hap…

DGX agent

Patches represent a mechanism for establishing trust boundaries in systems by decoupling the intent to change state from the acceptance and policy-driven implementation of that change. This separation

safetyyohei-nakajima--x
20 May 2026
Safety

The consensus of analysts is that AI capital investments will rise by 20% a year for five years while revenues are expected to grow 15% resu…

DGX agent

The consensus of analysts is that AI capital investments will rise by 20% a year for five years while revenues are expected to grow 15% resulting in negative returns. 'The AI boom will become a story

safetygary-marcus--x
20 May 2026
Safety

the crazy part is that people are “clowning” me without knowing anything about the training or whether anything else other than scaled chang…

DGX agent

the crazy part is that people are “clowning” me without knowing anything about the training or whether anything else other than scaled changed or how the model does on anything else. (or what it costs

safetygary-marcus--x
20 May 2026
Safety

The Uncomfortable Truth About AI “Reasoning” | World Science Festival https://youtu.be/iFYF_e1GSGI?si=pFNjvhp48TMKp-PE via @YouTube @GaryMar…

DGX agent

This video from the World Science Festival, shared by cognitive scientist Gary Marcus, examines the gap between AI systems' claimed reasoning capabilities and their actual mechanisms, likely arguing t

safetygary-marcus--x
20 May 2026
Safety

think you know @garymarcus because read a few of his tweets? try watching this, to see the real deal, and why, for example, the US Senate in…

DGX agent

think you know @garymarcus because read a few of his tweets? try watching this, to see the real deal, and why, for example, the US Senate invited him to testify. Superb conversation between @bgreene a

safetygary-marcus--x
20 May 2026
Safety

two trillion dollars to build “pathologically dishonest” AI

DGX agent

two trillion dollars to build “pathologically dishonest” AI I think @RyanPGreenblatt's recent post summarizes the vibe of this behavior well. Not the sort of thing that would be acceptable for a human

safetygary-marcus--x
20 May 2026
Safety

A study done on 361,645 job applications in almost 30 countries over the last 40 years discovered the hiring bias in society is actually aga…

DGX agent

A large-scale meta-analysis examining over 361,000 job applications across nearly 30 countries spanning 40 years found that hiring discrimination based on protected characteristics (such as race, gend

safetyelon-musk--x
19 May 2026
Safety

As a Soviet historian who has spent years writing about the extreme, repressive control Soviet Communism exercised over its unfortunate citi…

DGX agent

As a Soviet historian who has spent years writing about the extreme, repressive control Soviet Communism exercised over its unfortunate citizens, I find it really hard to bring a similar accusation ag

safetyelon-musk--x
19 May 2026
Safety

Harper Carroll (@HarperSCarroll) on why AGI hype is a distraction:⁣ ⁣ 'All of the attention on AGI is kind of a missed opportunity.'⁣ ⁣ 'In …

DGX agent

Harper Carroll (@HarperSCarroll) on why AGI hype is a distraction:⁣ ⁣ 'All of the attention on AGI is kind of a missed opportunity.'⁣ ⁣ 'In medical imaging, detecting cancer like five years early, sav

safetygary-marcus--x
19 May 2026
Safety

it’s strange how many podcasters shy away from airing both sides of an argument that may totally shape our lives. https://x.com/benjamin_hor…

DGX agent

Gary Marcus critiques podcasters for avoiding balanced discussion of contentious issues that significantly impact society, suggesting there is an reluctance to present opposing viewpoints on important

safetygary-marcus--x
19 May 2026
Safety

Politicians who boost AI do not represent the views of their constituents. New polling in the UK shows: - Most people think AI will destroy …

DGX agent

Politicians who boost AI do not represent the views of their constituents. New polling in the UK shows: - Most people think AI will destroy more jobs than it creates (57% v 17%) - 7 in 10 are worried

safetygary-marcus--x
19 May 2026
Safety

Running the same CNA search on base models (before instruction tuning) yields a structurally similar set of neurons, but ablating them produ…

DGX agent

Running the same CNA search on base models (before instruction tuning) yields a structurally similar set of neurons, but ablating them produces almost no behavioral change. We read this as evidence th

safetynous-research--x
19 May 2026
Safety

show me your /goal prompt that beats this (i'll share mine below so as not to bias)

DGX agent

This post appears to be a community prompt-sharing discussion where Swyx invites people to share their '/goal' prompts (likely system prompts or directives designed to optimize AI behavior toward spec

safetyswyx--x
19 May 2026
Safety

Superb conversation between @bgreene and @GaryMarcus Very happy to get my confirmation bias pampered by mentions of interpolation vs extrapo…

DGX agent

Superb conversation between @bgreene and @GaryMarcus Very happy to get my confirmation bias pampered by mentions of interpolation vs extrapolation, and how having a better physics understanding might

safetygary-marcus--x
19 May 2026
Safety

terrific deep dive on Mythos from @cloudflare

DGX agent

terrific deep dive on Mythos from @cloudflare Cloudflare's security team spent the last few weeks testing Anthropic's Mythos against fifty of our own repositories. What we learned about offensive AI,

safetygary-marcus--x
19 May 2026
Safety

“the uncritical adoption of AI in science is alarming”

DGX agent

“the uncritical adoption of AI in science is alarming” Artificial intelligence is rapidly accelerating scientific output, but risks narrowing inquiry, weakening judgement and undermining how scientist

safetygary-marcus--x
19 May 2026
Safety

a very procedural end. we will never know what the world might be like had OpenAI been forced to fully follow its original mission.

DGX agent

a very procedural end. we will never know what the world might be like had OpenAI been forced to fully follow its original mission. Breaking News: A jury rejected Elon Musk’s lawsuit accusing OpenAI o

safetygary-marcus--x
18 May 2026
Safety

“Americans are now more comfortable living near a nuclear power plant than an AI data center” -@RachelBitecofer The AI oligarchs took a winn…

DGX agent

“Americans are now more comfortable living near a nuclear power plant than an AI data center” -@RachelBitecofer The AI oligarchs took a winning hand, and with a mixture cigarette-industry level greed

safetygary-marcus--x
18 May 2026
Safety

Can we all agree that Dario played the “Ooh! AI scary!” card one time too many?

DGX agent

Can we all agree that Dario played the “Ooh! AI scary!” card one time too many? “Americans are now more comfortable living near a nuclear power plant than an AI data center” -@RachelBitecofer The AI o

safetygary-marcus--x
18 May 2026
Safety

for the facts, courtesy @RachelBitecofer:

DGX agent

I cannot provide an accurate summary without access to the actual content of this post. The title fragment suggests Rachel Bitecofer provided factual information shared by Gary Marcus on X (Twitter),

safetygary-marcus--x
18 May 2026
Safety

it’s funny how people here just make stuff up.

DGX agent

it’s funny how people here just make stuff up. @GaryMarcus Take away LLM & every single AI application today goes back to the stone age, driverless cars will immediately break down, all the apps will

safetygary-marcus--x
18 May 2026
Safety

just as i feared

DGX agent

just as i feared AI can be a powerful tool for opening people up to new perspectives, yet we find that people actually prefer to use “sycophantic” AI systems that reinforce their pre-existing beliefs.

safetygary-marcus--x
18 May 2026
Safety

Note that as of last summer Waymo said that LLMs/VLMs were experimental, and that their foundation model then could “process only a small am…

DGX agent

Note that as of last summer Waymo said that LLMs/VLMs were experimental, and that their foundation model then could “process only a small amount of image frames, does not incorporate accurate 3D sensi

safetygary-marcus--x
18 May 2026
Safety

seriou question: how do you handle an intellectual doppelganger who has systematically started adopting every position you have argued for f…

DGX agent

seriou question: how do you handle an intellectual doppelganger who has systematically started adopting every position you have argued for for 30 years while presenting each idea as if it were his own

safetygary-marcus--x
18 May 2026
Safety

the AI trial of the century ended with a procedural whimper rather a bang; the jury agreed that Musk was too late but never weighed in on th…

DGX agent

the AI trial of the century ended with a procedural whimper rather a bang; the jury agreed that Musk was too late but never weighed in on the questions of whether OpenAI did was legitimate. and so we

safetygary-marcus--x
18 May 2026
Safety

The pure LLM debate - which I had for many years, here and elsewhere - is indeed no longer relevant. Why? Because I won; nobody uses pure LL…

DGX agent

The pure LLM debate - which I had for many years, here and elsewhere - is indeed no longer relevant. Why? Because I won; nobody uses pure LLMs anymore. Nowadays all deployed objects are neurosymbolic,

safetygary-marcus--x
18 May 2026
Safety

The U.S. faces a chaotic #AI regulatory patchwork with over 1,200 state bills introduced in 2025 and no unified federal framework, researche…

DGX agent

The U.S. faces a chaotic #AI regulatory patchwork with over 1,200 state bills introduced in 2025 and no unified federal framework, researchers @JeffSonnenfeld and Stephen Henriques of @YaleSOM and @Ga

safetygary-marcus--x
18 May 2026
Safety

Trump just shook down the US government for $1.776 billion dollars of taxpayer money to pay off his buddies.

DGX agent

I can't verify this claim without access to the actual post and current information. The headline uses inflammatory language ('shook down') that suggests opinion rather than neutral reporting. To crea

safetygary-marcus--x
18 May 2026
Safety

You know how I said yesterday that my feed is littered with people just making stuff up? We didn’t have 71% of Americans opposed to cell pho…

DGX agent

You know how I said yesterday that my feed is littered with people just making stuff up? We didn’t have 71% of Americans opposed to cell phones. Or ipods. Or laptops. We *do* have 71% of Americans opp

safetygary-marcus--x
18 May 2026
Safety

Bernie Madoff told the WSJ he was averaging annual returns of 16.3%. Sam Altman has promised annual returns of 17.5% History may not repeat …

DGX agent

Gary Marcus draws a historical parallel between Bernie Madoff's claimed 16.3% annual returns (which proved to be a Ponzi scheme) and Sam Altman's promised 17.5% returns, warning that similarly implaus

safetygary-marcus--x
17 May 2026
Safety

🚨Breaking new study: memory in LLM agents still can’t really be trusted, even after over trillion dollars has gone into the development of …

DGX agent

🚨Breaking new study: memory in LLM agents still can’t really be trusted, even after over trillion dollars has gone into the development of the field. Excited to share our new paper: “Useful Memories B

safetygary-marcus--x
17 May 2026
Safety

profound comment by Daniel Eth: AI (long term) will probably change things a lot — but in ways that nobody can really predict.

DGX agent

profound comment by Daniel Eth: AI (long term) will probably change things a lot — but in ways that nobody can really predict. Your kids will not work 3.5 days a week or live to 100. They might work m

safetygary-marcus--x
17 May 2026
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