SOURCE stocab.png
MD5 4a68b139 · made 2026-07-01 · NotebookLM infographic · OCR tesseract 5.5.1

THE PROBLEM:
THE “STOCHASTIC TRAP”

Rice's Theorem: The “Turtles” Problem

Software cannot judge a non-trivial property of
software without infinite, un-auditable recursion.

The 40/50/80% “Flip” Band

40% 50% 80%
| - ' - — '

LLM judges flip their verdicts on identical
inputs near boundary edges, making them
legally indefensible.

S Uninsurable “Custom”
A PASS in a transcript is a

“: non-recomputable opinion,

not a priced financial fact.

THE NODE A-B TEST:

Moving from Stochastic “Vibes” to Deterministic Al Liability

THE SOLUTION: THE NODE A-B ZERO-TRUST TRANSACTION

INTENT (NODE A) REALITY (NODE B)
oaana oaaa

Step 1: Node A
Signs the “Reef”

The Buyer/Spec-writer
signs a human-legible
intent compiled
into a 144-tile
semantic lattice.

Step 3: The Silicon Oracle Verifies

An on-chip “ballistic walk" (PMU)
generates a deterministic, hardware-
signed verdict (MATCH/no-MATCH).

Step 2: Node B
Signs the “Payload”

The Vendor/Agent signs
their deliverable work,
binding it to Node
A's specific
hardware boundary.

THE IMPACT:
THE HOOPER STANDARD
& UNDERWRITING

5 y
aN
Custom vs. The “Strike Price”
Available Care of Al Risk

Per the 1932 T.J. Hooper
ruling, failing to use
available verification

technology constitutes

negligence.

Deterministic verification
outputs a Sigma (0) score,
turning semantic drift into

a priced financial
instrument.

Forensically Recomputable

vA
| Any stranger can re-run the math
Yy on their own laptop to verify the
signed receipt.

The ‘Judge’ (LLM) vs. The ‘Oracle’ (Hardware)

| Metric | LLM Judge (Software) Silicon Oracle (Hardware)
Fails (samples probabilities) | Passes (hyte-identical every run)

Auditability

Non-recomputable opinion ed35519-signed bearer fact

Throughput

~6M walks/sec
A) NotebookLM

~50 tokens/sec