DD @danieledarmi
Everything is fractal Joined April 2019-
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The in-context learner of the "beautiful @GoogleResearch paper" is a meta learner like @HochreiterSepp's 2001 meta LSTM [1] which learned by gradient descent (GD) a learning algorithm that outperformed GD - no test time weight changes! Since 1992, GD can learn learning algorithms…
The in-context learner of the "beautiful @GoogleResearch paper" is a meta learner like @HochreiterSepp's 2001 meta LSTM [1] which learned by gradient descent (GD) a learning algorithm that outperformed GD - no test time weight changes! Since 1992, GD can learn learning algorithms…
@polynoamial @OpenAI proof of work for research credibility has fundamentally shifted. It used to be, get PhD → publish papers → establish authority. Now it is, ship working systems → open source the code → let results speak. If you think about it the PhD was never really about the research…
Everybody talks about recursive self-improvement & Gödel Machines now & how this will lead to AGI. What a change from 15 years ago! We had AGI'2010 in Lugano & chaired AGI'2011 at Google. The backbone of the AGI conferences was mathematically optimal Universal AI: the 2003 Gödel…
Attention!! Our TiRex time series model, built on xLSTM, is topping all major international leaderboards. A European-developed model is leading the field—significantly ahead of U.S. competitors like Amazon, Datadog, Salesforce, and Google, as well as Chinese models from Alibaba.
Attention!! Our TiRex time series model, built on xLSTM, is topping all major international leaderboards. A European-developed model is leading the field—significantly ahead of U.S. competitors like Amazon, Datadog, Salesforce, and Google, as well as Chinese models from Alibaba.
After supervising 20+ papers, I have highly opinionated views on writing great ML papers. When I entered the field I found this all frustratingly opaque So I wrote a guide on turning research into high-quality papers with scientific integrity! Hopefully still useful for NeurIPS
This LLM from Meta skips the tokenizer, reading text like computers do (bytes!) for better performance. The training and inference code for BLT is released on GitHub. @AIatMeta just released the model weights for their 8B-param Dynamic Byte Latent Transformer (BLT), an…
This LLM from Meta skips the tokenizer, reading text like computers do (bytes!) for better performance. The training and inference code for BLT is released on GitHub. @AIatMeta just released the model weights for their 8B-param Dynamic Byte Latent Transformer (BLT), an… https://t.co/iTDPbgyPG5
This is an excellent write up by @karpathy . "Yes, sleep matters. Overall, I will say with absolute certainty that Bryan is basically right, and my sleep scores correlate strongly with the quality of work I am able to do that day. When my score is low, I lack agency, I lack…
This is an excellent write up by @karpathy . "Yes, sleep matters. Overall, I will say with absolute certainty that Bryan is basically right, and my sleep scores correlate strongly with the quality of work I am able to do that day. When my score is low, I lack agency, I lack…
" It's something comparable to what happened 3.5 billion years ago when life emerged, when chemistry became biology." Jurgen Schmidhuber (@SchmidhuberAI) envisions self-driven AIs expanding from our biosphere to colonize the universe, a transformation on par with the dawn of…
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
Agency > Intelligence I had this intuitively wrong for decades, I think due to a pervasive cultural veneration of intelligence, various entertainment/media, obsession with IQ etc. Agency is significantly more powerful and significantly more scarce. Are you hiring for agency? Are…
Absolutely true, human history is a sequence of discoveries about our ignorance, so we should accept to be no more the smartest on our planet. The only way to save us from ignorance and increase our knowledge and power, as it always has been.
Absolutely true, human history is a sequence of discoveries about our ignorance, so we should accept to be no more the smartest on our planet. The only way to save us from ignorance and increase our knowledge and power, as it always has been.
📢 FINAL TAKE: The EU Just Became a Museum 🏛️ 🇪🇺 The EU doesn’t care about growth, innovation, or the future. 💀 It’s becoming a museum of the world while the U.S. and China build the future. RT if you think the AI Act is a disaster. 🚀👇 #SaveAI #AIAct #TechFreedom (9/9)
It has been said that AI is the new oil, the new electricity, and the new internet. And the once nimble and highly profitable software companies (MSFT, GOOG, ...) became like utilities, investing in nuclear energy, among other things, to run AI data centres. Open Source and the…
We just released TimesFM-2.0 (jax & pytorch) on Hugging Face (goo.gle/3WdOjZy), with a significant boost in accuracy and maximum context length. TimesFM-2.0 tops the GIFT-Eval (goo.gle/4aeiA0f) leaderboard on point and probabilistic forecasting accuracy metrics.
Re: The (true) story of the "attention" operator ... that introduced the Transformer ... by @karpathy. Not quite! The nomenclature has changed, but in 1991, there was already what is now called an unnormalized linear Transformer with "linearized self-attention" [TR5-6]. See (Eq.…
Re: The (true) story of the "attention" operator ... that introduced the Transformer ... by @karpathy. Not quite! The nomenclature has changed, but in 1991, there was already what is now called an unnormalized linear Transformer with "linearized self-attention" [TR5-6]. See (Eq.…
Yeah
There are only 3 great scientific questions: 1. What's the universe made of? 2. What's life all about? 3. What is intelligence? There are interesting sub-questions: 1.1 What's dark matter and dark energy? 1.2 how do you get "it from bit" to paraphrase John Wheeler 1.3 what is…
There are only 3 great scientific questions: 1. What's the universe made of? 2. What's life all about? 3. What is intelligence? There are interesting sub-questions: 1.1 What's dark matter and dark energy? 1.2 how do you get "it from bit" to paraphrase John Wheeler 1.3 what is…
I don't understand why so many people express disagreement with this. The statement about the possibility of machine consciousness is so obvious to me.
I don't understand why so many people express disagreement with this. The statement about the possibility of machine consciousness is so obvious to me.
@johnrobb I don’t even know why this is a controversial view. Immigrants come to country A because it’s better. In most cases the culture in country A is more suitable for peace, progress and wealth. So yes immigrants have to adapt and that’s the best decision for everyone

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New papers in Network... @networkspapers
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