SOURCE AI_Liability_and_Hardware_Grounding.png
MD5 fff694e7 · made 2026-06-16 · NotebookLM infographic · OCR tesseract 5.5.1

The Al Liability Trap: From Silent Exclusions to Hardware Grounding

The “Silent Al”
Insurance Gap

Standard policies (CG 40 47/48) now
exclude Al-related losses that carriers
cannot independently measure.

THE HARDWARE-GROUNDED SOLUTION

Autocoincident Role
Verification (ACRV)

Uses hardware counters (PMUs) to prove
Al stayed in its authorized physical lane.

D

Alas a Financial
Pricing Oracle

McDonald’s Doctrine

Executive officers now face personal
liability for falling to implement
"mission-critical" oversight systems.

Transforms Al risk into "Greeks" (Delta,
Theta, Sigma) to mathematically
validate liability bounds.

INSURABILITY COMPARISON Avithoneed

Oversight Method Failure Domain Legai/Insurance Status Execution
a @&
5
Software Shared Willful Negligence /
Dashboard (Turing-Complete) Excluded
@ <2> C) Unauthorized
Semantic Drift /
— Hardware PMU Independent Good Faith / Hallucinations
hs : a > (ACRV) (Physical) Insurable c : jc
The Shared Failure Domain 8.5 Sigma Physical Separation
Software monitors are "co-conspirators" because oj C) Empirical hardware fingerprints clearly distinguish
they drift or fail alongside the Al they watch. Skybrid D oo D Ge authorized execution from unauthorized
ete Serministg epee ! semantic drift or hallucinations.

A) NotebookLM