Can AI Recommend Movies That Follow Your Rules

Archived study

Freezes a ten-film watchlist and audits it against genre, runtime, and sequel restrictions. The archived table records evidence for each recommendation and separates confirmed violations from ambiguous classification.

Interpretation and limits

A film with an eerie tone remains a caution rather than an automatic pass. Genre judgments and dated source evidence do not guarantee that every viewer will consider the list suitable.

Package and provenance

The original .science export and matching poster are preserved byte-for-byte from the upstream case. The package contains the conversation, session metadata, and the resources inventoried in its internal manifest. This introduction summarizes the archived record; the research, external sources, and model evaluations were not rerun for this import.