You Are Your Scores Inference Rights for the AI Age

Inference Rights for the AI Age - Ledgers, Purpose Binding, and Reassessment That Actually Works
by S. Haugtredet
The decisions that hit your wallet, ranking, refund, and eligibility aren't made from your files. They're made from scores about you. Most teams can't list those scores, limit their use, reverse bad calls fast, or prove what happened.
This book is the kit to fix that-now:See it: build an Inference Inventory that names every score and where it moves decisions.Bind it: enforce purpose at query-time so a refund score can't moonlight in ads or "experiments."Challenge it: turn appeals into a reassessment job that recomputes and auto-reverses wrong calls with receipts.Revoke it: stop use, neutralize derivatives (embeddings, adapters, vendor copies), collect attested deletion.Prove it: ship audit packs-signed, anchored, replayable in minutes, not meetings.What changes: appeal SLAs drop from weeks to hours, vector/RAG answers cite verifiable sources, thresholds follow decision cost not vibes, incidents shrink, audits finish before lunch.
What you get: drop-in templates (Inventory CSV, Purpose Gate snippets, Revocation runbook, Contestability SLA, Calibration workbook, RAG provenance, Audit envelopes + Replay CLI) and a two-page Safety Case that gates launches with a real sunset.
For: Product & Engineering
* Trust/Privacy & Security
* Legal/Compliance & Audit
* Data/ML
* Ops.
Infer. Bind. Challenge. Revoke. Prove.
If you build or buy systems that act, this is how you make them contestable, revocable, and provable-without slowing them to a crawl.

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