Anirudh & Associates

Journal

Notes, methods and results from the lab. Published as they arrive — including the ones that did not work.

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Evaluation is the product

Methods  ·  12 August 2026

Teams treat the evaluation suite as overhead on the way to shipping. In systems built on models you do not control, it is the only durable asset you own.

Notes on scoping an AI engagement

Practice  ·  3 June 2026

Most AI projects fail in the first two weeks, before any code is written, when the question being answered is never made precise.