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Arithmetic Without Numbers: How LLMs Do Math
Hacker News (AI keywords)9 days agoCommentaryThe article asks whether LLM arithmetic is memorization, heuristics, real computation, or experimental assistance. It summarizes Rune experiments that decode operations and operands from frozen Llama activations, then route them to Python under a no-parser rule. The strongest supported claim is narrow: activation-derived tool arguments worked in scoped audits, while residual-state JIT replacement, long-number generation, and cross-model transfer remain brittle.
NuminaMath 如何贏得首屆 AIMO 進步獎（AI 數學奧林匹亞）並宣佈完整開源★ 80
Hugging Face Blog703 days agoRelease### Background and Achievement The AI Mathematical Olympiad (AIMO) Progress Prize aims to advance AI models capable of solving Olympiad-level mathematical…