Insurance Claims Are AI's Messiest Data Problem — Denys Linkov, Wisedocs

Shows how a production team cleans handwriting, faxes and huge PDFs before model analysis, and benchmarks models on medical records. Useful for anyone building document-heavy AI pipelines.

• benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.

• videoEvals for High-Stakes AI Agents — Doneyli De Jesus & Annabell Schäfer, Langfuse
• videoAn AI Agent Got Its User Banned From Resy — Keycard, JPMorgan Chase & AAuth
• videoTeach Your Agent to Prove It's Done — Nick Nisi & Zack Proser, WorkOS
• videoHow to Know If Your AI Agent Is Any Good: Evals With Phoenix & Claude — Laurie Voss, Arize AI

• videoHealthcare’s Agent Bytecode: X12 as the Harness for AI Agents — Vasant Kearney, OnlayAI Engineer
• videoBenchmarking Coding Agents on New vs Legacy Codebases — Denys Linkov, WisedocsAI Engineer
• videoEvals for High-Stakes AI Agents — Doneyli De Jesus & Annabell Schäfer, LangfuseAI Engineer

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