Research Note
AI Feature Claim Ledger Framework
The ledger unit is one falsifiable claim, not one product page. Record the exact claim, product, feature, version, account, plan, platform, region, language, date, source
AI Feature Claim Ledger Framework
The ledger unit is one falsifiable claim, not one product page. Record the exact claim, product, feature, version, account, plan, platform, region, language, date, source, evidence state, test method, observed result, confidence, owner, public wording, refresh trigger, superseding evidence, and correction.
Separate announced, documented, enabled, observed, measured, limited, changed, deprecated, and retired states. Publisher evidence establishes what the publisher represented. A controlled test establishes only the tested environment.
The ledger should preserve history. Updating the current state must not erase what was known, uncertain, or incorrectly reported at an earlier date.
Sources
Follow the evidence.
- Introducing Llama 3.1ai.meta.com
- tensorflow.org: recommendation systemstensorflow.org
- ai.meta.com: the llama 3 herd of modelsai.meta.com
- csrc.nist.gov: finalcsrc.nist.gov
- tensorflow.org: Retrievaltensorflow.org
- NIST AI Risk Management Frameworknist.gov
- github.com: MODEL CARDgithub.com
- open.spotify.com: 5xmE0hYheRvBOoqaQCyUokopen.spotify.com
- NIST AI Resource Centerairc.nist.gov
- Meta Llama models repositorygithub.com
- nist.gov: 7 tips keep your smart home safer and more private nist cybersecuritynist.gov
- youtu.be: J2I1fJW1sB4youtu.be
- etsi.org: 2457 etsi releases new guidelines to enhance cyber security for consumer iot devicesetsi.org
- github.com: USE POLICYgithub.com
- elastic.co: search rank evalelastic.co
- daltonanderson.ghost.io: metas ai power play llama 3 smart reel searchdaltonanderson.ghost.io
- tensorflow.org: basic retrievaltensorflow.org
- github.com: LICENSEgithub.com