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Software Engineering 3.0 Era
Software Engineering 3.0 Era
Feb 19, 2025 · Artificial Intelligence

Three Breakthroughs in AI Inference Models: 1% Data for 99% Performance and More

The article reviews three recent AI inference model advances—open‑source models surpassing OpenAI, the LIMO approach that gains 99% performance with just 1% of the data, and the CoAT framework that combines Monte‑Carlo tree search with associative memory to enable iterative, self‑correcting reasoning.

AI inferenceBenchmarkingCoAT
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Three Breakthroughs in AI Inference Models: 1% Data for 99% Performance and More