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This work is inspired by the amazing work from Michael Levin Strongly suggested read: frontiersin.org/journals/syste… 😀

Volodymyr Zelenskyy will remain in history forever as an exceptional leader. Vance will be forgotten as a garden variety classless politician. Slava Ukraini.

Slopification is a good term for this too

The opposite of slop is care.

I think this is how the whole vibe coding / AI generated software will play out: (1) Less complex apps can basically be one shotted / done in a few prompt (2) More complex applications will become HARDER to develop, because engineers will have less of a grasp of their code base

Michael Levin Related episodes: Embodied AI: youtu.be/JZ8GTucClpM Alexander Ororbia: youtu.be/N83vBfz7_BI Baudouin Saintyves : youtu.be/NmvzEpz9R84 Laura Desirée Di Paolo: youtu.be/9txUwVtAOBk Anna Riedl : youtu.be/w2ZiSWZNQsg Anna Ciaunica @annaciaunica.bsky.social : youtu.be/x1QHwhlCn-8 Giuseppe Paolo :

This is the best definition I found till now.

THIS IS NOT THE TURING TEST. The test is not to decide if a machine is a machine or a human. Why can't people just read Turing's paper? Compare the two screenshots. The long one is from Turing's paper. The short one is how this new paper defines the Turing test. The original

We really live in the best of possible universes

When you don't understand why your code crashes, and then you discover that it's trying to instantiate a PPO for a discrete actions space of this size 🥲

Will never understand how it's possible that this keeps on happening on claude Anthropic

If I ever switch to OpenAI this is the reason...🤬🤬🤬

📄 Zero-shot Model-based Reinforcement Learning using Large Language Models 📌 Saturday April 26, 09:00 a.m. - 11:30 a.m. — Main Conference Poster Session 📍 Where: Hall 3 + Hall 2B #375 🔗 Paper & Code: github.com/abenechehab/di…

📄 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting 📌 Monday April 28, 11:00 a.m. - 12:00 p.m. — Workshop on Adaptive Foundation Models (SCOPE@ICLR) 📍 Where: Peridot 204-205 🔗 Paper & Code: github.com/abenechehab/ad…

Related episodes: Michael Levin : youtu.be/0nMXYdayQIU Embodied AI: youtu.be/JZ8GTucClpM Alexander Ororbia: youtu.be/N83vBfz7_BI Yogi Jaeger 💙 @[email protected]: youtu.be/5UJ4y2L2qpk Baudouin Saintyves: youtu.be/NmvzEpz9R84 Laura Desirée Di Paolo: youtu.be/9txUwVtAOBk Anna Riedl:

🚀 I'm happy to share that our latest paper has been accepted at #ICML2025 🌟 📌 "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting" 👉 paper & code: github.com/abenechehab/Ad… See you in Vancouver! 🍁

Quite an important hidden bias in these models.