disclaimer

LLM usage

Portions of this document — prose, code scaffolding, and bibliography wrangling — were drafted with assistance from large language models (primarily Claude). Every claim, citation, and technical recommendation is reviewed by a human author before merge, and authorship in the section below reflects accountability for the final text rather than keystroke origin.

If you spot a hallucinated citation, a misattributed result, or a technical error, please open an issue or leave a comment on the relevant section — those reports are read and acted on.

authorship

Authors

Partial authorship is tracked per-problem via tags in the source files.