LLMs reinvention success reaches 50% with no hints and 90% with moderate hints on 10 algorithms, but complex cases like Strassen's require test-time RL and still fail without sufficient guidance.
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Can Large Language Models Reinvent Foundational Algorithms?
LLMs reinvention success reaches 50% with no hints and 90% with moderate hints on 10 algorithms, but complex cases like Strassen's require test-time RL and still fail without sufficient guidance.