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  • All entries125,187
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Knowledge catalogue

Search: “gary-marcus--x”

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1,937 results
Safety

… and (if am not mistaken) the only one in the top 14 to have never turned a profit. Welcome to the world of vibe investing!

DGX agent

… and (if am not mistaken) the only one in the top 14 to have never turned a profit. Welcome to the world of vibe investing! OpenAI is likely to raise 60 billion in its IPO, more than double Saudi Ara

safetygary-marcus--x
21 May 2026
Human
DGX agent

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Safety

approximately equals “I am already rich and fuck you if you lose your job to AI”

DGX agent

approximately equals “I am already rich and fuck you if you lose your job to AI” Marc Andreessen to Joe Rogan: Why AI Workers Beat Human Workers⁣ ⁣ 'Never gets drunk. Never gets sick. Never gets depre

safetygary-marcus--x
21 May 2026
Safety

Biomedical AI may be headed for a replication crisis. (This work below is not about AI-generated reports; it’s about studies of biomedicine …

DGX agent

Biomedical AI may be headed for a replication crisis. (This work below is not about AI-generated reports; it’s about studies of biomedicine that use ML in their methods, and how they are evaluted.) In

safetygary-marcus--x
21 May 2026
Safety

can’t believe people assume that success on highly verifiable problems in math (where we don’t even know how many tests were performed and h…

DGX agent

can’t believe people assume that success on highly verifiable problems in math (where we don’t even know how many tests were performed and how many might have failed) iautomatically generalize to ever

safetygary-marcus--x
21 May 2026
Safety

Checking the math behind the latest headlines from OpenAI and Anthropic, link below:

DGX agent

Gary Marcus examines and fact-checks recent claims made by OpenAI and Anthropic in their public announcements and media coverage. The post links to detailed analysis questioning the mathematical valid

safetygary-marcus--x
21 May 2026
Safety

if you own a tesla, you are the product

DGX agent

if you own a tesla, you are the product Astonishing potential, especially if one takes all the galaxies into account and factors them into the calculation. 😃 And this comes from a man who removed Auto

safetygary-marcus--x
21 May 2026
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
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
Hardware

So much for Nvidia’s cash flow. Wild.

DGX agent

So much for Nvidia’s cash flow. Wild. 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, a

hardwaregary-marcus--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
Model Releases

Token Maxxing, April 2026-May 2026, RIP 🪦

DGX agent

Token Maxxing, April 2026-May 2026, RIP 🪦 🦔Microsoft canceled its internal Claude Code licenses this week after token-based billing made the cost untenable, even for a company with effectively infinit

model-releasesgary-marcus--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

⚠️👇 🚨Breaking ⚠️ If we can’t make AI agents follow rules, we are screwed. New study from METR reports that “when the agents were faced wit…

DGX agent

⚠️👇 🚨Breaking ⚠️ If we can’t make AI agents follow rules, we are screwed. New study from METR reports that “when the agents were faced with hard tasks, they routinely violated constraints” This—routin

safetygary-marcus--x
20 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

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
Tutorials

wild to see a somewhat disgraced politician comment on the technical side of AI as if he has any idea about the underlying computational que…

DGX agent

wild to see a somewhat disgraced politician comment on the technical side of AI as if he has any idea about the underlying computational questions. and of course he dwells at the bottom of Paul Graham

tutorialsgary-marcus--x
20 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

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
Agents

Do we have to look at a billion of these Yann LeCun saying things Gary Marcus said all along videos, @haider1, or might you run some where I…

DGX agent

Do we have to look at a billion of these Yann LeCun saying things Gary Marcus said all along videos, @haider1, or might you run some where I said the same things? He might have more press than I do bu

agentsgary-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
Model Releases

I love AI, it’s pure LLMs I hate. Pure LLMs *are* basically just autocomplete. Recent progress (e.g. Claude Code) doesn’t show otherwise Rat…

DGX agent

I love AI, it’s pure LLMs I hate. Pure LLMs *are* basically just autocomplete. Recent progress (e.g. Claude Code) doesn’t show otherwise Rather, lot of the progress in the last two years has come from

model-releasesgary-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
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