I wouldn't be surprised if in the second half of this year we get *weekly* +0.1 model version releases. At least from the top three labs that matter.
MACHINE LEARNING
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AI Giants Race to Secure Real-World Data
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AI giants race to scoop up elusive real-world data
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @lexfridman @sama @kaifulee @ID_AA_Carmack @karpathy @2morrowknight @ylecun -

Physics-based Deep Learning eBook (arXiv)
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[461-page PDF eBook] Physics-based #DeepLearning: http://
arxiv.org/abs/2109.05237 Learn more: https://
physicsbaseddeeplearning.org
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#AI #MachineLearning #ML #DataScience #Physics #NeuralNetworks #Algorithms #Mathematics #ReinforcementLearning #DataScientist -

Feature Engineering Remains Crucial Despite Claims Otherwise
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ANYONE who claims you don’t need feature engineering doesn’t know what they are talking about.
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New book: Agentic Architectural Patterns for Multi-Agent AI Systems
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New release from @PacktDataML @PacktPublishing "Agentic Architectural Patterns for Building Multi-Agent Systems: Proven design patterns and practices for GenAI, agents, RAG, LLMOps, and enterprise-scale AI systems" See it at https://
amzn.to/3MaHy8T 𝕋𝕒𝕓𝕝𝕖 𝕠𝕗 -

The Holy Grail: Automated Table Combination for ML on Tabular Data
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The whole field of structured (aka "tabular") data is still very poorly researched. One of the holy grails for the ML for tabular data is to have an automated system that can *combine* several tables, extract relevant information, and then create the best ML model for it. We are
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8 Key Learnings from One Year of AI Agents
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8 learnings from 1 year of agents – PostHog AI – PostHog https://
buff.ly/dZOb1i0
#AI #MachineLearning #DeepLearning #LLMs #DataScience -

Spherical Equivariant Graph Transformers Complete Guide
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A Complete Guide to Spherical Equivariant Graph Transformers https://
buff.ly/eowtMFz
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
Unreliable Machines: Article by Esther Paniagua
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Unreliable Machines by @e_paniagua
escriturapublica.es/maquinas… [Translated from EN to English]→ View original post on X — @e_paniagua, 2026-02-09 14:04 UTC