In the last decade, I championed scale and engineering. Scale continues to be essential but it’s now time to innovate beyond scale alone. We are entering a new research age. Thanks to more compute, open-source, code and math assistants, any research team (or LLM agent) can now
RESEARCH
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New Golden Age of Research Powered by Open-Source AI Tools
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A new golden age of research is just starting. It is powered by more universal compute, open-source, and powerful code and math assistants. Exciting times ahead. https://t.co/ACbGgdQZRM
— Nando de Freitas (@NandoDF) 3 mai 2026A new golden age of research is just starting. It is powered by more universal compute, open-source, and powerful code and math assistants. Exciting times ahead.
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NVIDIA Nemotron 3 Nano Omni Unifies Vision Audio Language Multimodal AI
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NVIDIA Launches Nemotron 3 Nano Omni Model, Unifying Vision, Audio and Language for up to 9x More Efficient Multimodal MoE Reasoning Model! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript
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Mistral Releases 128B Medium 3.5 Model with Reasoning Toggle
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Mistral has Released 3.5, a 128B-Parameter Flagship Folding Chat, Medium 3.5, Reasoning, and Code into a Model with a Per-Request Reasoning Effort Toggle! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java
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Deep Reinforcement Learning for Autonomous Vehicle Navigation
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Elastic Adaptive Stable Training with Deep Reinforcement Learning for Autonomous Navigation of Intelligent Vehicles and Self Driving Cars! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang
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Stanford and UC Berkeley Present LLM-as-a-Verifier Framework
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What if your LLM could verify its own reasoning with near-human precision? Stanford & UC Berkeley researchers present LLM-as-a-Verifier: a general-purpose framework that gives fine-grained feedback by breaking tasks into smaller criteria, scoring with higher granularity, and
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World Models: AI’s Latest Sensation Explained by Nature
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‘World models’ are #AI’s latest sensation: what are they and what can they do?
by Davide Castelvecchi @Nature Learn more: https://
bit.ly/4dbzMpX #MachineLearning #ArtificialIntelligence #ML -
Distribution Shift Remains the Key Challenge to Win AI
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Whoever solves the problem of distribution shift first wins.
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Neurosymbolic AI Will Outperform Pure LLMs in AI Race
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Neurosymbolic AI (rather than pure LLMs) will win the AI race.
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Contextual Agentic Memory Is Just Lookup Not True Consolidation
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// Contextual Agentic Memory is a Memo, not True Memory // Most agent memory today isn't memory. They are more like memos. A new paper argues that vector stores, RAG buffers, and scratchpads implement lookup, not consolidation. Agents accumulate notes indefinitely without ever