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That's just link aggregator of everything I consider interesting, especially DL and topological condensed matter physics. @EvgeniyZh

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Suicide Memory Bench https://prosaicintelligence.ai/research/suicide-memory-bench

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Training Foundation Models with a Single Algorithm https://arxiv.org/abs/2610.40564

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Double trouble https://github.com/anthropics/formal-math/tree/16a5ce41304fcdaea4e0be7c132e1c361dc26da5/eth https://github.com/openai/math/tree/main/preprints/The-Exponential-Time-Hypothesis-is-False-October-25-2026

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Good QC for RL Data https://www.seancai.com/philosophy/good_qc_rl_data

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www.anthropic.com/research/formal-verification via @itpgchannel

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A Fix for Softmax and Cross-Entropy https://arxiv.org/abs/2610.31642

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https://www.kaggle.com/competitions/google-verifiable-quantum-circuit-compilation

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How does Fable 5.1 hide messages in images? https://www.lesswrong.com/posts/WHEQps5PK8LrrcTAb/how-does-fable-5-1-hide-messages-in-images

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The Anyon Atlas https://arxiv.org/abs/2610.25439

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OmicsBench https://latch.bio/omicsbench

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Big-Big-SycoBench: A Benchmark to Detect Sycophancy Through Model Responses to Valid vs. Invalid Arguments https://arxiv.org/abs/2610.15634

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RuneBench Agent Benchmark on RuneScape Gameplay Tasks https://maxbittker.github.io/runebench/

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Quantum error correction well below the color code threshold https://cdn.prod.website-files.com/669960f53cd73aedb80c8eea/6ad6013f8ae0364b2cd03c53_c8c5526bc88434b2e47f6ffc3b27deca_Quantum-Error-Correction-Well-Below-the-Color-Code-Threshold.pdf

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Holographic theory of non-invertible gravitational anomalies https://arxiv.org/abs/2610.15358

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Fork-and-Flush: Escaping Idea Basins in Autoresearch Agents https://arxiv.org/abs/2610.07447

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https://research.google/blog/grounding-ai-agents-in-biological-reality-building-blocks-for-autonomous-wet-labs/

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SC♯: superconductivity intertwined with topological order https://arxiv.org/abs/2610.10679

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https://github.com/ibragim-bad/evals-from-sessions

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https://github.com/ethanwsussman/Yang--Mills-LLM-experiment

Please, we need to not incentivize rushing out 10,000-page slop

Proceeds to rushing out slop

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https://gertlabs.com/rankings