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MD5 47b43e40 · made 2026-05-09 · NotebookLM infographic · OCR tesseract 5.5.1

Beyond the Determinism Alibi: Why Your AI Isn't “Under Control”

THE TRAP: THE DETERMINISM ALIBI THE LIMIT: THE INFINITE REGRESS

SOFTWARE EXECUTION LAYER SOFTWARE CANNOT AUDIT SOFTWARE] | CORRELATED FAILURE DOMAINS

(oe ane) TRANSIENT
DETERMINISM IS NOT A GUARANTEE OF TRUTH IDENTITY VS. COMPETENCE

VA TAULT
Corrupt Deterministic Reproducible S ae
Data Failure ( sy Proves MONITOR Al
INPUT DATA = ee Mee rrashes, Identity ——s —
A system experiencing data corruption will deterministically AUDIT
(CORRUPT) process that corruption into a reproducible failure. Hashes prove the MONITOR eR
identity of the bits...
" a Lt Lt If the monitor and the Al share the same ship and
THE “REPRODUCIBLE FAILURE” LOOP COMPETENCE x cache, they fail together during transiant faults.
Falls (Xx)
Re-run Wrong Answer Re-run (Function) Authorization &
Model (100% Precision) Model

ae THE UNINSURABLE GAP
Rice's Theorem (1063) proves that any audhor = - aed
Re-running a drifted model simply yields the wrong . but not whether they are sharing a se class with Wy target Software only compliance is uninsurable ?
answer twice with 100% precision. performing their authorized role. inherits its undecidability. because there is on independent

failure domain to quantify risk.

Buuauugg

PHYSICAL

LAYOUT

HARDWARE : é
MECHANICS EVICTION EVENT

Semantic meaning, Physical layout, and Drift is detected as a physical cache-line Hardware-native verification provides binary
Hardware mechanics are made mathematically eviction event, bypassing the software certainty (hit/miss) without probabilistic

identical at the transistor level. layer entirely. judgment or software overhead. J

— wu ig hf y
ACT NOW: August 2 - Hard Regulatory Deadline for EU Al Act Compliance. \HE hd Good

DDRESS- DECODER GEOMETRY
___ SEMANTIC
y, MEANING a |
S=P=H. -
—a \