Claude integration

Claude for interpretation. Code for verification.

We plan to use Claude as a source-grounded interpretation and explanation layer for technical research workflows.

Read

Extract assumptions, notation, methods, and stated results from public technical papers into reviewable structured records.

Plan

Turn those records into experiment specifications that a maintainer can inspect before execution.

Explain

Produce reviewer-facing explanations linked back to the source material and the exact experiment configuration.

Verification boundary

Claude output is not accepted as numerical ground truth. Deterministic code, tests, configurations, and replayable outputs remain responsible for numerical verification.