Compare editions and supplied library records
Compare editions, branches and observation times in supplied catalog text; old status is not live availability.
Latest 2026 11 02 · 全民AI / AI for Everyone
Distinguish past posts from actual commitments
Separate explicit commitments, inferences and test content in de-identified posts without inventing intent.
Align metric definitions before reporting
Document denominators, periods, grain and joins in an inspectable specification before building reports.
Separate shared invitation styles from exceptions
Turn supplied requirements into shared-style and local-exception tables without changing or deploying pages.
Keep regular purchases separate from today’s list
Treat the confirmed current list as authoritative; flag extras, gaps and substitutions needing approval.