Your Financial Agent Needs to Show Its Work - Anirudh Veeraragavan, Fieldguide

Gives a four-part control set for agents in audited domains: block overwriting human-reviewed work, make steps replayable, pin citations to document versions, and audit eval data so a 97% score does not hide failures.

• eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

• videoBuild Your Own Finance Agent Inside ChatGPT - Stefano Fabbri & Oliver Steffmann, OpenAI
• videoDon't Vibe Code Your Agent Infrastructure - Akshat Bubna, Modal
• videoHow to Get Frontier Coding Results at 70% Lower Cost - Nouha Dziri, Cohere
• videoYour Old Prompts Are Making Claude Worse - Lance Martin, Anthropic

• videoThe Agent Works. Does Anyone Trust It? — Michele Grant, Leading at ScaleAI Engineer
• videoWhat a $900M Bank Error Teaches Us About AI Agents - John Feminella, Two SigmaAI Engineer
• videoLet Your Agent Cook: Using Skills to Evaluate and Improve Your App — Ankur Duggal, Arize AIAI Engineer

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