Insight ·
What makes an AI research finding verifiable?
A useful finding needs a claim, inspectable evidence and a record of how the two connect.
Research.
Methods, evidence and findings for turning fragmented information into trustworthy, usable systems.
Insight ·
A provenance checklist for public-signal monitoring
Capture the source, transformation and uncertainty before turning a public signal into an operational decision.
Insight ·
Why a transcript library is not yet a knowledge system
Searchable speech becomes more useful when passages stay connected to recordings, versions and review decisions.
Report ·
What a source-change signal can prove
A six-case controlled experiment separates content changes, metadata changes, URL movement and unavailable evidence.