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Scientific Research

126 summarised stories about Scientific Research, each linking back to the original source. Browse all topics →

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Tuesday, 6 October 2026

Sharing AI progress in mathematics

OpenAI 1 week ago 15 ● 19 sources

OpenAI published new mathematics results on open problems using an internal frontier model and released the accompanying Lean proof formalizations and research details on GitHub. The release includes code and proof formalizations made available on GitHub. The change lets others inspect, build on, and verify the formal proofs instead of relying only on the write-up.

Beyond Domain-Specific World Models: JEPA-Anything Uses 1 Recipe for 7 Fields

MarkTechPost 1 week ago 16

Researchers released JEPA-Anything, a domain-agnostic JEPA-based framework that uses one shared learning recipe across multiple world-modeling fields. It tested Orthogonal Predictive Factorization (OPF) with K = 4 factors per JEPA latent target (d = K × r). The approach splits the target into orthogonal subspaces, recombines factor predictions with a pseudoinverse, and yields improved matched dynamics results on all 10 tasks (including a 34.83% MSE drop on Interventional Pong single-intervention).

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