Flash Papers — academic papers, reimagined

kept by novaeclipse oct 16

Flash Papers converts any arXiv or ChinaRxiv paper into an interactive, AI‑powered explainer site with charts and diagrams you can manipulate.

LLMs as Judges: Measuring Bias, Hinting Effects, and Tier Preferences
LLMs used as judges to evaluate other LLMs exhibit measurable self-preference bias, with GPT showing the strongest self-bias and Claude the weakest, while revealing model identities through hinting changes judge behavior unevenly across vendors and domains.
also on GPT, Gemini, Claude, #developer-tools
optimize_anything: A Universal API for Optimizing any Text Parameter - GEPA
GEPA's optimize_anything API optimizes any text-representable artifact (code, prompts, agent architectures) and achieves state-of-the-art results across eight domains, matching or beating domain-specific tools.
also on GPT, Gemini, #ai, #developer-tools