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IEEE Spectrum 1 month ago 23
Axiom Math used its AI system AxiomProver to automatically verify the proof of the 246 theorem about primes for the first time. The verified result states there are infinitely many prime pairs that differ by 246. It raises the prospect of reusable formal proof components to help formally verify AI-generated computer code for correctness, despite limitations of verification systems.
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16 October 2026
AI’s center of gravity this week moved toward something less glamorous than headlines about “smarter” models: scaling the stuff models actually learn from. AI4Bharat and NVIDIA released Nemotron-pretraining-Indic-v1, backed by an open, GPU-accelerated synthetic data generation pipeline for 22 Indian languages. The corpus is massive—about 2.8 trillion tokens—split across 2,601.0 billion native-script tokens and 224.6 billion romanized tokens. The practical pitch is even sharper: builders can reuse not just the data, but the full prompt/quality/repair recipe, then continue-pretraining to push results on Nemotron 3.5 Super VL, with the promise that an Indic continued-pretraining stage helps benchmarks.
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