Research Note
AI Release Claim Ledger Framework
An AI claim should not reach publication until its wording, speaker, system, artifact, method, result, independent support, limits, owner, and refresh trigger are recorde
In this article
AI Release Claim Ledger Framework
An AI claim should not reach publication until its wording, speaker, system, artifact, method, result, independent support, limits, owner, and refresh trigger are recorded.
| Field | Record |
|---|---|
| Claim | Exact text, speaker, date, scope, and intended audience |
| System | Model, revision, access path, provider, router, wrapper, and product |
| Support | Primary artifact, protocol, raw result, and linked evidence |
| Conflict | Failed replication, alternate result, correction, and response |
| Confidence | Supported, provisionally supported, disputed, unsupported, or unknown |
| Language | Approved wording that matches the evidence |
| Review | Technical, legal, safety, editorial, and domain owners |
| Refresh | Trigger, date, owner, and correction route |
The ledger does not decide motive or liability. It holds, qualifies, corrects, and refreshes public language.
Sources
Follow the evidence.
- arxiv.org: 1810arxiv.org
- crfm.stanford.edu: indexcrfm.stanford.edu
- HELM MMLU recordcrfm.stanford.edu
- daltonanderson.ghost.io: the ai that wasnt unmasking reflection 70bs hypedaltonanderson.ghost.io
- huggingface.co: Reflection Llama 3.1 70Bhuggingface.co
- huggingface.co: 458962ed801fac4eadd01a91a2029a3a82f4cd84huggingface.co
- huggingface.co: mainhuggingface.co
- huggingface.co: a376762159d10b8077c6a162ebd2f72267fe8a2fhuggingface.co
- huggingface.co: discussionshuggingface.co
- huggingface.co: 58huggingface.co
- huggingface.co: 59huggingface.co
- open.spotify.com: 4xX50HChI6FBLaYetiVZQHopen.spotify.com
- venturebeat.com: meet the new most powerful open source ai model in the world hyperwrites reflection 70bventurebeat.com
- daltonanderson.net: the ai that wasnt unmasking reflection 70bs hypedaltonanderson.net
- NIST AI Risk Management Frameworknist.gov
- nist.gov: towards best practices automated benchmark evaluationsnist.gov
- youtu.be: hmXfbvJOBY8youtu.be