SOURCE AI_Risk_to_Hardware_Verification.png
MD5 dc36d70a · made 2026-07-09 · NotebookLM infographic · OCR tesseract 5.5.1

Al on the Grid: From Uninsurable Risk to Hardware-Verified Receipts

THE WALL OF UNDECIDABILITY

THE “IS IT GOOD?” TRAP

Al “correctness” is
mathematically
undecidable.

Rice's Theorem proves no program
can definitively decide semantic
properties like “alignment” or “quality.”

THE VERIFICATION TAX

Human-in-the-loop oversight
creates an economic “tax.”
Latency from manual reviews or
“model-as-judge” evaluations
keeps autonomous agents

gated and slow.

95%

The Insurance Gap.

95% of Al pilots fail to deliver
P&L impact due to risk. Without
a measurable trigger, Al risk is
uninsurable, leaving boards

personally liable for “silent Al” drift.

THE ZERO-LATENCY SOLUTION

PLACEMENT ATTESTATION

Verify “Where,”
not “Whether.”

Geometric checks prove if an
output stayed in its authorized
lane at cache-coherence speed. 7

COMPARING STANDARDS: FROM INTEGRITY TO PLACEMENT

Metric Integrity Attestation (Standard)
Question Asked Is this the right model?
Decidability Decidable (Identity)

Speed Firmware-hash speed (Slow)
Insurance Uninsurable (No trigger)

THE HARDWARE-VERIFIED RECEIPT

A signed, recomputable
coordinate for every action.
A sub-millisecond hardware
signature that a stranger can
re-verify in one second.

FIDUCIARY DUTY DISCHARGED

rer

From “Trust Me” to
“Recompute Me.”
A recomputable receipt is the only

evidence that legally discharges a
board's duty of oversight.

Placement Attestation (ThetaDriven)
Did the output stay in-lane?
Decidable (Position)
Cache-coherence speed (10s)

Insurable (Priceable event)

A) NotebookLM