Start / AI Fire Daily / %f0%9f%8e%99%ef%b8%8f ep 24 llms draft conference papers yc style ai agent playbook

🎙️ EP 24': LLMs Draft Conference Papers | YC-Style AI Agent Playbook

18 min • 9 juni 2025

Large language models just leveled up. They can now draft conference papers that track with real research. But big ideas only matter if they’re buildable. Today’s issue breaks down which prompt-engineering agents pass both tests — and how you can use their tricks right away.

We’ll talk about:

The two-step score that ranks novelty and feasibility in seconds
Which agent nails fresh ideas and which one ships solid plans
Why citation-aware scoring points to real market traction
YC-style prompt hacks to match the right agent to each task

Keywords: LLMs, prompt engineering, AI agents, research drafting, novelty vs. feasibility, citation scoring, Y Combinator

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