SOURCE Making_Autonomous_AI_Insurable_Infographic.png
MD5 825939a7 · made 2026-10-12 · NotebookLM infographic · OCR tesseract 5.5.1

Making Autonomous Al Insurable: From Probabilistic Drift to Verifiable Boundaries

The Problem: Unbounded Al Drift & Insurance Exclusions

Autoregressive Context Bloat Drives
Quadratic Cost and Semantic Drift

Unmonitored Autonomous Execution Triggers
Universal Commercial Insurance Exclusions

tigen
PLLLS#PP1 LL

Carriers increasingly apply Al exclusion > a
endorsements without verifiable,
e non-self-reported runtime receipts. 2)

Exponential
Token Burn

Semantic
Drift

Quadratic Cost

The Solution: Cryptographic Flight Recorders & Parametric Rails
Bounded Sub-Agents Cut Token Consumption by Up To 99.85% Ed25519-Signed Dual-Tape Receipts Establish Legal Admissibility

Cryptographic Independent notary attestation proves Independent
Flight Recorder boundary containment without exposing Notary Attestation
intellectual property or credentials.

UNDERWRITTEN
ENTERPRISE
ASSET

S Token Consumption Cut
Se

Scoping execution to compact spec
leaves isolates failures while
preserving linear token efficiency.

AN Gemini Notebook