SOURCE Parametric_AI_Insurability_Graphic.png
MD5 fabcd73e · made 2026-10-04 · NotebookLM infographic · OCR tesseract 5.5.1

Parametric Al Insurability: Bounding Severity Through Invariants

THE FAILURE OF BOUNDING RISK VIA
POST-EXECUTION GUARDRAILS INVARIANT GROUNDING

Unconstrained Al

46 % Pre-declared scopes
Srbs misdaad it oO truncate catastrophic
unbounded fat-tailed TOKENS TRUNCATION ff _ severity by 46%

severity ina single
ungrounded tick

15.4 MILLION TOKENS
Maximum tick severity
(frequency unaffected)

Self-generated

software logs fail legal

admissibility tests

An agent's internal legs cannot

independently certify compliance
under strict rules of evidence.

Bare-metal sensory
reflexes prune invalid
branches mid-stride
Continuous state evaluation snaps

execution back before cross-
boundary commitments can occur.

Post-hoc filtering
detects breaches only
after liability attaches

Output guardrails penalize

deviations after execution rather
than preventing state-space drift.

Hardware-grounded
attestation rows provide
deterministic settiement data
Third-party receipts allow risk carriers

to mathematically quantify probability
and write parametric policies.

AN Gemini Notebook