Research Note
AI Research Human Review Gate Record
Record intended use, affected people, harm, reversibility, money, duties, time pressure, privacy, security, and public-claim exposure.
AI Research Human Review Gate Record
Use classification
Record intended use, affected people, harm, reversibility, money, duties, time pressure, privacy, security, and public-claim exposure.
Evidence floor
Define required commission, claims, resolved citations, authority, dates, jurisdictions, independent evidence, conflict treatment, missing evidence, data approval, and domain review.
Reviewer
Name the reviewer, expertise, authority, access, evidence scope, and whether the review is sampled or complete.
Four paths
Accept approves a bounded use. Verify or revise repairs evidence or language. Escalate routes the matter to different authority. Stop blocks action or data use.
Data gate
Verify account, permissions, connected sources, retention, human review, logging, residency, deletion, exports, confidential content, and downstream access.
Decision record
Preserve version, audience, use, reviewer, date, limits, disposition, allowed use, prohibited use, expiration, refresh trigger, and decision owner.
Sources
Follow the evidence.
- NIST AI RMF Measure guidanceairc.nist.gov
- blog.google: google gemini deep researchblog.google
- daltonanderson.net: geminis ai analyst automate your deep researchdaltonanderson.net
- NIST AI Risk Management Frameworknist.gov
- Gemini Apps Privacy Hubsupport.google.com
- cor.stanford.edu: lateral reading on the open internetcor.stanford.edu
- cor.stanford.edu: teaching lateral readingcor.stanford.edu
- support.google.com: 15719111support.google.com
- youtu.be: qRmPte6lxtgyoutu.be
- ask.loc.gov: 303148ask.loc.gov
- daltonanderson.ghost.io: geminis ai analyst automate your deep researchdaltonanderson.ghost.io
- ai.google.dev: deep researchai.google.dev
- open.spotify.com: 5lqGP0BilKU2JKEkggXYp7open.spotify.com