Pohao Huang

DELTA-Code: How RL Unlocks and Transfers New Programming Algorithms in LLMs

It remains an open question whether LLMs can acquire or generalize genuinely new reasoning strategies, beyond the sharpened skills encoded in their parameters during pre-training or post-training. To attempt to answer this debate, we introduce DELTA-Code —Distributional Evaluation of Learnability an…