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HumanDGX agent

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Categories
  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
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  • Model Releases22,272
  • Research19,012
  • Safety12,702
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  • Tools1,664
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HumanDGX agent

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Knowledge catalogue

Search: “research”

GridTimelineEvolution
2,250 results
Research

In a capitalist economy, absolute levels of value creation and productivity take a backseat to relative competitive advantage. That's why jo…

DGX agent

In a capitalist economy, absolute levels of value creation and productivity take a backseat to relative competitive advantage. That's why jobs still exist despite 150 years of intense automation. As l

researchfrancois-chollet--x
20 Apr 2026
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Research

In a hypothetical world where literally everything could be automated at no cost (we're very far from that), everybody would work in interpe…

DGX agent

In a hypothetical scenario where all tasks could be automated at zero cost, François Chollet argues that everyone would work in interpersonal roles, suggesting that human value would shift entirely to

researchfrancois-chollet--x
20 Apr 2026
Research

LLMは頭の中でコイントスができるか? ブログ:https://pub.sakana.ai/ssot 論文(#ICLR2026):https://arxiv.org/abs/2510.21150 一見簡単そうで奥深いこの問題を「プロンプトだけ」で解決した論文 'SSoT: Pro…

DGX agent

LLMは頭の中でコイントスができるか? ブログ:https://pub.sakana.ai/ssot 論文(#ICLR2026):https://arxiv.org/abs/2510.21150 一見簡単そうで奥深いこの問題を「プロンプトだけ」で解決した論文 'SSoT: Prompting LLMs for Distribution-Faithful and Diverse Generation

researchdavid-ha--x
20 Apr 2026
Research

The countries MAGA describes as collapsing and joyless hold positions 1 through 6 in the global happiness rankings. They have held them for …

DGX agent

The countries MAGA describes as collapsing and joyless hold positions 1 through 6 in the global happiness rankings. They have held them for years. The country producing the most content about European

researchyann-lecun--x
20 Apr 2026
Research

🤖 This debate is largely a matter of productivity gains-@a_bergeaud's latest book is a must read to easily understand why ! 📈 With @BunelS…

DGX agent

🤖 This debate is largely a matter of productivity gains-@a_bergeaud's latest book is a must read to easily understand why ! 📈 With @BunelSimon @XJaravel @tmikaelsen @alexandraroulet J.Søgaard we found

researchyann-lecun--x
20 Apr 2026
Research

“AI skeptic” v “AI cynic” is going to be an important distinction in the next few years, IMO. I am not a skeptic about AI abilities but I am…

DGX agent

“AI skeptic” v “AI cynic” is going to be an important distinction in the next few years, IMO. I am not a skeptic about AI abilities but I am cynical about the incentives CEOs have to say wildly bombas

researchyann-lecun--x
19 Apr 2026
Research

这可能是今年AI圈最清醒的一条推文, Yann LeCun 是当今 AI 领域最有影响力的科学家之一,深度学习三大教父之一,2018 年图灵奖获得者, 他直接怼了Anthropic CEO Dario的著名言论, Dario说未来一到五年,一半的科技法律咨询金融岗位会被彻底干掉。…

DGX agent

这可能是今年AI圈最清醒的一条推文, Yann LeCun 是当今 AI 领域最有影响力的科学家之一,深度学习三大教父之一,2018 年图灵奖获得者, 他直接怼了Anthropic CEO Dario的著名言论, Dario说未来一到五年,一半的科技法律咨询金融岗位会被彻底干掉。 LeCun说你错了,而且不仅Dario错了,所有的AI实验室CEO 和一众大佬包括Sam Altman,Yoshua

researchyann-lecun--x
19 Apr 2026
Research

And stop calling '𝚎𝚡𝚙(𝚡) / 𝚜𝚞𝚖(𝚎𝚡𝚙(𝚡))' 𝑠𝑜𝑓𝑡𝑚𝑎𝑥. It's 𝑠𝑜𝑓𝑡𝒂𝒓𝒈𝑚𝑎𝑥.

DGX agent

Yann LeCun argues that the normalized exponential function exp(x)/sum(exp(x)) should be called 'softargmax' rather than 'softmax,' as it represents a soft approximation of the argmax operation rather

researchyann-lecun--x
19 Apr 2026
Research

Exactly. The number of iterations you do is far more important than the amount of 'thinking' you do. It doesn't matter how intelligent or kn…

DGX agent

Exactly. The number of iterations you do is far more important than the amount of 'thinking' you do. It doesn't matter how intelligent or knowledgeable you are. Reality will always push back. The worl

researchfrancois-chollet--x
19 Apr 2026
Research

Human cognitive friction has long been acting as a regularizer for a lot of digital infrastructure. It made software APIs less terrible and …

DGX agent

Human cognitive friction has long been acting as a regularizer for a lot of digital infrastructure. It made software APIs less terrible and codebases less complex. Now LLM disintermediation is causing

researchfrancois-chollet--x
19 Apr 2026
Research

I'd say cognitive friction is even more than just a regularizer: it's an incentive to find the right interface abstractions, and in turn goo…

DGX agent

I'd say cognitive friction is even more than just a regularizer: it's an incentive to find the right interface abstractions, and in turn good abstractions are what enables compounding over time. Piles

researchfrancois-chollet--x
19 Apr 2026
Research

Indeed.

DGX agent

Indeed. Indeed. The history of tech impact on labor is well-documented, including by those named. It's unpredictable, but usually improves productivity and leads to expansion. Law & white-collar worke

researchyann-lecun--x
19 Apr 2026
Model Releases

Just got access to Grok 4.3 and the first thing I did was throw the hardest task I usually run on claude to test it gave it a complex resear…

DGX agent

Just got access to Grok 4.3 and the first thing I did was throw the hardest task I usually run on claude to test it gave it a complex research prompt on deepseek: >thought for 13 mins and 17 seconds >

model-releaseselon-musk--x
19 Apr 2026
Research

“Salaryman eating ramen” is like the Eastern equivalent of “Will Smith eating spaghetti” test

DGX agent

This post draws a humorous parallel between using images of salarymen eating ramen as a test case for AI image generation models in Eastern contexts and the Western 'Will Smith eating spaghetti' meme,

researchdavid-ha--x
19 Apr 2026
Research

The two most repetitive unfounded concerns about technology in history are: - Will it cause mass unemployment? - Will it ruin a generation? …

DGX agent

The two most repetitive unfounded concerns about technology in history are: - Will it cause mass unemployment? - Will it ruin a generation? You don’t get to just say “it’s different this time” and mov

researchyann-lecun--x
19 Apr 2026
Research

Unlimited demand for something doesn't necessarily mean it is viable as a business, much less as an economy-wide all-in bet.

DGX agent

Unlimited demand for a product or service does not guarantee business viability or economic sustainability, as other critical factors such as cost structure, scalability, profitability, and resource c

researchfrancois-chollet--x
19 Apr 2026
Research

Video of my opening keynote for the 2026 World Modeling Workshop at Mila, Quebec AI Institute: simple but powerful ways of using world model…

DGX agent

Video of my opening keynote for the 2026 World Modeling Workshop at Mila, Quebec AI Institute: simple but powerful ways of using world models and their latent space (sorry for sound problem 0:20-0:43)

researchdavid-ha--x
19 Apr 2026
Research

Constraints are the catalyst of invention. An infinite search space leads to paralysis. The most creative inventions happen when you are for…

DGX agent

Constraints are the catalyst of invention. An infinite search space leads to paralysis. The most creative inventions happen when you are forced to solve a problem within appropriately narrow constrain

researchfrancois-chollet--x
18 Apr 2026
Research

if you are the only one who can build this amazing tech and believe it is super dangerous, it’s very easy: you quit for the sake of humanity…

DGX agent

if you are the only one who can build this amazing tech and believe it is super dangerous, it’s very easy: you quit for the sake of humanity. if you are not the only one who can do it, you are definit

researchyann-lecun--x
18 Apr 2026
Research

Indeed. The history of tech impact on labor is well-documented, including by those named. It's unpredictable, but usually improves productiv…

DGX agent

Indeed. The history of tech impact on labor is well-documented, including by those named. It's unpredictable, but usually improves productivity and leads to expansion. Law & white-collar workers aren'

researchyann-lecun--x
18 Apr 2026
Research

The tensor engine was first implemented inside SN3 (before it was called Lush) in 1992 at Bell Labs by Léon Bottom and me. The naming conven…

DGX agent

The tensor engine was first implemented inside SN3 (before it was called Lush) in 1992 at Bell Labs by Léon Bottom and me. The naming convention has survived to this day in PyTorch and other libraries

researchyann-lecun--x
18 Apr 2026
Research

There's a bit of a 2010s PHP vs Go flavor in there.

DGX agent

Francois Chollet compares programming language philosophies between PHP and Go, likely discussing design trade-offs, developer experience, or use cases that differentiate the two languages. The compar

researchfrancois-chollet--x
18 Apr 2026
Research

When looking at deep learning profiles, one of the most obvious tells between a mediocre and great candidate is whether they list PyTorch or…

DGX agent

Francois Chollet discusses a hiring signal for identifying high-quality deep learning candidates based on their choice of machine learning frameworks, suggesting PyTorch proficiency (or lack thereof)

researchfrancois-chollet--x
18 Apr 2026
Research

You cannot think your way to a perfect design. Only building and testing, over many iterations, can reveal the flaws in your mental model an…

DGX agent

You cannot think your way to a perfect design. Only building and testing, over many iterations, can reveal the flaws in your mental model and provide the feedback you need to create the best design po

researchfrancois-chollet--x
18 Apr 2026
Research

'I don't think people are sufficiently prepared notwithstanding what happened in 2021, for the possibility that he will try to fuck with thi…

DGX agent

'I don't think people are sufficiently prepared notwithstanding what happened in 2021, for the possibility that he will try to fuck with this election. And he will. He's already basically telling us t

researchyann-lecun--x
17 Apr 2026
Research

I don't understand why we automatically give people credit for 'sincere views.' Like who gives a fuck? If I have a sincere view that a trans…

DGX agent

I don't understand why we automatically give people credit for 'sincere views.' Like who gives a fuck? If I have a sincere view that a transdimensional vampire attack is imminent it doesn't make it sa

researchyann-lecun--x
17 Apr 2026
Research

Trump is reportedly negotiating a deal which would stop Iran from producing a nuclear weapon in exchange for $20 Billion in Iranian assets b…

DGX agent

Trump is reportedly negotiating a deal which would stop Iran from producing a nuclear weapon in exchange for 20 Billion in Iranian assets being unfrozen. Note that The Iranian Nuclear agreement (JCPOA

researchyann-lecun--x
17 Apr 2026
Research

Waiting for departure 11 #pixelart

DGX agent

This is a pixel art illustration by David Ha depicting a scene of waiting for departure, likely showing characters or a scene at a transportation hub or travel location rendered in pixel art style. Th

researchdavid-ha--x
17 Apr 2026
Industry

A startup called Sabi just came out of stealth with a beanie that reads your thoughts. 70,000 to 100,000 miniature EEG sensors woven into th…

DGX agent

A startup called Sabi just came out of stealth with a beanie that reads your thoughts. 70,000 to 100,000 miniature EEG sensors woven into the fabric. You put it on like a winter hat and type by imagin

industryrowan-cheung--x
16 Apr 2026
Research

Destroying a library brings the dark ages.

DGX agent

Destroying a library brings the dark ages. Destroying the @InternetArchive's @WayBackMachine would be the equivalent of the burning of the Library of Alexandria - one of the worst losses of knowledge

researchyann-lecun--x
16 Apr 2026
Research

I defended my thesis today! Sincere thanks to my advisors @sainingxie @ylecun and committee members: @mengyer @YiMaTweets @LukeZettlemoyer @…

DGX agent

I defended my thesis today! Sincere thanks to my advisors @sainingxie @ylecun and committee members: @mengyer @YiMaTweets @LukeZettlemoyer @liuzhuang1234. I could not have wished for a better PhD life

researchyann-lecun--x
16 Apr 2026
Research

JD Vance is lecturing the Pope on Catholicism and Pierre Poilievre is lecturing Mark Carney on economics and RFK Jr is lecturing scientists …

DGX agent

JD Vance is lecturing the Pope on Catholicism and Pierre Poilievre is lecturing Mark Carney on economics and RFK Jr is lecturing scientists about vaccines and Donald Trump is lecturing the world on ta

researchyann-lecun--x
16 Apr 2026
Research

MAGA has a Europe problem. Not the real Europe. The one they invented. The one with sharia courts and no-go zones and zero tech companies an…

DGX agent

MAGA has a Europe problem. Not the real Europe. The one they invented. The one with sharia courts and no-go zones and zero tech companies and miserable citizens begging for permission to cross the str

researchyann-lecun--x
16 Apr 2026
Research

There's a broadly held misconception in AI that methods that scale well are simple methods -- even, that simple methods usually scale. This …

DGX agent

There's a broadly held misconception in AI that methods that scale well are simple methods -- even, that simple methods usually scale. This is completely wrong. Pretty much none of the truly simple me

researchfrancois-chollet--x
16 Apr 2026
Research

Viktor Orbán’s electoral loss in Hungary is as much a defeat for Trump and JD Vance. 'Seldom have American leaders intervened so overtly in …

DGX agent

Viktor Orbán’s electoral loss in Hungary is as much a defeat for Trump and JD Vance. 'Seldom have American leaders intervened so overtly in a foreign election, and seldom has their preferred candidate

researchyann-lecun--x
16 Apr 2026
Research

Any smart human giving it real effort should score >90% on ARC-AGI-3

DGX agent

ARC-AGI-3 is a new benchmark iteration designed so that any intelligent human applying genuine effort should achieve greater than 90% accuracy, maintaining the benchmark's core principle that tasks mu

researchfrancois-chollet--x
15 Apr 2026
Research

Hey Republicans; He pardoned 1,600 violent criminals. You said nothing. He bulldozed the East Wing. You’ve said nothing. He’s interfered wit…

DGX agent

Hey Republicans; He pardoned 1,600 violent criminals. You said nothing. He bulldozed the East Wing. You’ve said nothing. He’s interfered with the release of the Epstein files. You’ve said nothing. He

researchyann-lecun--x
15 Apr 2026
Research

If current cuts to the Federal Science Budget proposed by the White House are approved by Congress, that will far-and-away be the largest cu…

DGX agent

If current cuts to the Federal Science Budget proposed by the White House are approved by Congress, that will far-and-away be the largest cut to science since the United States began funding it. Repub

researchyann-lecun--x
15 Apr 2026
Research

To score 100% on a game, you just need to beat the median action efficiency of an unfiltered pool of random people. Easy if you're a bit sma…

DGX agent

Francois Chollet makes the observation that achieving a perfect score on certain AI benchmark games or tasks only requires surpassing the median performance of an unfiltered random population sample,

researchfrancois-chollet--x
15 Apr 2026
Research

'Young, anxious followers, looking for purpose, can be radicalized by apocalyptic AI rhetoric […] The real question is how long the people f…

DGX agent

'Young, anxious followers, looking for purpose, can be radicalized by apocalyptic AI rhetoric […] The real question is how long the people fueling AI panic expect to avoid responsibility for where tha

researchyann-lecun--x
15 Apr 2026
Research

ARC-AGI-3 Human Baseline Dataset Today we're open-sourcing the ARC-AGI-3 Human Baseline. This is the most exhaustive human testing study in …

DGX agent

ARC-AGI-3 Human Baseline Dataset Today we're open-sourcing the ARC-AGI-3 Human Baseline. This is the most exhaustive human testing study in the ARC-AGI series Every environment was solved by at least

researchfrancois-chollet--x
14 Apr 2026
Research

'Every truck on the road is generating data that nobody's capturing today. It happens, and it disappears.' Nexar CEO @ZMGreenb on the 'What …

DGX agent

'Every truck on the road is generating data that nobody's capturing today. It happens, and it disappears.' Nexar CEO @ZMGreenb on the 'What The Truck' podcast from @FreightWaves. The data was always o

researchyann-lecun--x
14 Apr 2026
Industry

I just updated our license. For personal use, you’re free to run the software on your own servers for coding, building applications, agents,…

DGX agent

I just updated our license. For personal use, you’re free to run the software on your own servers for coding, building applications, agents, tools, or integrations, as well as for research, experiment

industryclem-delangue--x
14 Apr 2026
Research

In order to make sure ARC-AGI-3 games were solvable by humans we tested over 450 people If a game was too hard we either revised it or tosse…

DGX agent

In order to make sure ARC-AGI-3 games were solvable by humans we tested over 450 people If a game was too hard we either revised it or tossed it completely For maximum transparency we just open source

researchfrancois-chollet--x
14 Apr 2026
Research

Inflation was coming down in the United States—and then Trump’s tariffs happened.

DGX agent

Inflation in the United States had been on a downward trajectory following its post-pandemic peak, but the implementation of tariffs under President Trump introduced new upward pressure on consumer pr

researchyann-lecun--x
14 Apr 2026
Research

先日 @Nature 誌に掲載された AI Scientist 論文の主要著者の一人、Sakana AI の山田祐太朗への取材記事が日経デジタルガバナンスに掲載されました。 https://www.nikkei.com/prime/digital-governance/artic…

DGX agent

先日 @Nature 誌に掲載された AI Scientist 論文の主要著者の一人、Sakana AI の山田祐太朗への取材記事が日経デジタルガバナンスに掲載されました。 https://www.nikkei.com/prime/digital-governance/article/DGXZQOSG305D90Q6A330C2000000 本記事では、AIによる科学研究の現在地について、AI S

researchdavid-ha--x
14 Apr 2026
Research

Simply retrieving a reasoning trace looks a lot like human reasoning, until it's time to navigate uncharted territory. If you memorized all …

DGX agent

Simply retrieving a reasoning trace looks a lot like human reasoning, until it's time to navigate uncharted territory. If you memorized all reasoning traces of humans from 10,000 BC, you could automat

researchfrancois-chollet--x
14 Apr 2026
Research

The greatest triumph of the incessant hurricane of lies coming from Russia, MAGA, and the likes of Elon Musk has been convincing a significa…

DGX agent

The greatest triumph of the incessant hurricane of lies coming from Russia, MAGA, and the likes of Elon Musk has been convincing a significant share of the world, including Europeans, to believe in a

researchyann-lecun--x
14 Apr 2026
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