SOURCE Taming_Autonomous_AI_Liability.png
MD5 fb7d4cab · made 2026-10-12 · NotebookLM infographic · OCR tesseract 5.5.1

Beyond Accuracy:
Taming Autonomous Al Liability

Cryptographic witness tapes transform non-deterministic Al
into bounded, insurable enterprise assets.

THE TIPPING POINT: BOUNDARIES OVER RAW ACCURACY

Autonomous Al becomes enterprise-ready only when probabilistic execution
is bound by immutable cryptographic witness tapes.

Immutable Cryptographic
Probabilistic Al Execution Witness Tapes
(Uninsurable Risk) (Insurable Enterprise Asset)

Shift from Micro-Accuracy
to Insurable Boundaries
The real Al tipping point is moving from raw

task precision to verifiable operational limits

backed by immutable receipts. Micro-Accuracy __ Verifiable Operational Limits

(Old Metric) (New Metric, Backed by
Immutable Receipts)

PR Merge Block
(un -attested agent)

Enforce Compliance
via Cl/CD Gates

with a mandatory PR merge gate that Developer Attested

Pair zero-friction developer telemetry
blocks un-attested agent execution. Telemetry CI/CD Agent
(Zero-Friction) Gate Execution

4
PP as) Protect Capital with

compute In-Kind Restitution

OS UCC § 2-316 parametric intake disclaimers
+ strictly bound liability payouts to compute

credits and token restitution.

Liability UCC § 2-316 Token
Payouts Restitution

30%
CUT TOKEN SPEND ©
BY OVER 30%
ower
Enforcing strict Rung 2 context boundaries d D ae a
reduces operational waste while securing =>
lower insurance deductibies. Operational Waste Strict Rung 2

(Unenforced) Context Boundaries
(Enforced)

AN Gemini Notebook