ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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paper_type.json (332B)


      1 {
      2   "paper_type": "empirical",
      3   "reason": "The paper provides theoretical analysis of DPO's distribution shift problem and validates conclusions through comprehensive empirical comparison of PPO and DPO across multiple benchmarks (HH-RLHF, SafeRLHF, APPS, CodeContest), making the primary contribution the experimental findings."
      4 }

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