Google Research has added Benedek Rozemberczki to its OMEGA Algorithms Research Team! #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding
RESEARCH
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REDSearcher: Novel Framework for Advanced LLM Search Agents
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Tired of LLMs getting lost on deep, complex search tasks, and costing a fortune doing it? The REDSearcher Team presents a novel framework designed to make LLMs elite long-horizon search agents. It cleverly generates high-quality, complex search tasks, actively trains models to
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Aletheia AI Solves Problem Without Hints from HAI Card
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You can take a look at the HAI card and the transcript. The author specified only the original problem, no hint was given to Aletheia.
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Mathematician and AI Collaborate on Mathematical Proof Construction
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The mathematician, Anand, had the intuition (using two involutions) but couldn't quite assemble the proof. Aletheia built the exact construction required to bring it all together! 🧠 For full transparency, Human-AI Interaction (HAI) card and the transcript are included! Paper: arxiv.org/abs/2603.19052 Transcript: github.com/google-deepmind/s…
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3D Object Flow Bridges Video Generation and Robot Control
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3D object flow as the bridge between video gen and robot control is a clever framing. Will check the paper!
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Paleolithic Brains Achieving Remarkable Feats in Modern Era
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It’s actually quite remarkable that we managed to get this far using only our Paleolithic brains.
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Aletheia AI Powers 8 Math Research Papers, Solves Hodge Bundle Problem
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Update: #Aletheia has now powered 8 math research papers! 📈 Our most recent success, “The Simplicity of the Hodge Bundle,” was solved fully autonomously. It’s at Level 2 “Publishable research” per our categorization. More in thread! Tony Feng (@tonylfeng) A few months ago I bumped into Anand Patel, who had been my algebraic geometry TA in college, visiting Google DeepMind. He agreed to try out an agent I was building called Aletheia. Fast forward: Anand prompted Aletheia to solve a problem about simplicity of the Hodge bundle on M_g that had been floating around (a part of) the algebraic geometry community for at least ten years. Check out his paper at arxiv.org/pdf/2603.19052 — https://nitter.net/tonylfeng/status/2035003908993819019#m
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New LM Reasoning Benchmarks for Complex Mathematical Objects
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🧮New work from @AIatMeta & @LTIatCMU! LM reasoning benchmarks mostly use simple answers like numbers (AIME) or multiple-choice options (GPQA). But for complex mathematical objects, performance drops sharply. We propose a set of solutions to solve this: arxiv.org/abs/2603.18886
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ARC-AGI-3 Launch Announced for Next Week
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The ARC-AGI-3 launch is next week. Incredible work by the team over the past year.
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AI Outperforms Human-in-the-Loop in Clinical Diagnostics
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So the ‘human in the loop’ is actually the drag. Beyond bureaucracy, even on accuracy. Saw that in early clinical diagnostic data suggesting that AI acting without a clinician is the most effective — more than a clinician with AI. (Least effective being a clinician without AI.)