# AI assistance

AI assistance is used for planning, implementation drafts, tests, independent
validation tooling, documentation, and code review. The participant remains
responsible for reviewing the algorithms, numerical assumptions, API behavior,
provenance and final contest submission. A test count does not imply coverage.

The detailed plan and contest administration materials are kept outside this
repository. The formal contest proposal must be written and understood by the
participant under the supplied contest charter.