Best Products
Launches
Launch archive
Most-loved launches by the community
Launch Guide
Checklists and pro tips for launching
News
Newsletter
The best of Product Hunt, every day
Stories
Tech news, interviews, and tips from makers
Changelog
New Product Hunt features and releases
Forums
Forums
Ask questions, find support, and connect
Kitty Points Leaderboard
The highest scoring community members
Streaks
The most active community members
Events
Meet others online and in-person
Advertise
Subscribe
Sign in
Clear text
recent
p/lineage-lens
by
Praveen
•
3mo ago
What would make an AI provenance report trustworthy?
... think that separation between capture and continuity is one of the hardest problems in this space. Many systems can prove this record existed at time X, but far fewer can support independent replayability and long-term verification outside the
original
platform boundary. That s part of why I m interested in signed exports and deterministic verification paths. The closer provenance gets to independently reproducible evidence instead of platform-dependent assertions, the stronger the trust model becomes. Comment from Praveen(@praveen62 ... ... dani_mashael That distinction between verified and challengeable is really important. A tamper-evident chain can prove a record stayed consistent over time, but it does not automatically prove the
original
38
86
Subscribe
Sign in