ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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paper_type.json (313B)


      1 {
      2   "paper_type": "empirical",
      3   "reason": "Proposes a User Goal State Tracking framework and three-stage training methodology, then validates it through experiments showing 14.1% absolute improvement in goal alignment with human evaluation confirmation—the primary contribution is the experimental findings."
      4 }

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