FROM "BLACK BOX" TO ACTUARIAL ASSET: PRICING THE AI LIABILITY MARKET

THE LIABILITY GAP (THE PROBLEM)

Software Cannot Grade Its Own Homework
Rice's Theorem proves software can never algorithmically guarantee the
"goodness" of other software.

The T.J. Hooper Liability Trap
Negligence is defined by ignoring available technology, even if the whole
industry ignores it.

Silence is Not Coverage
Current "silent AI" policies offer no protection once carriers file
absolute AI exclusions.

BLACK BOX

THE PRICEABLE SOLUTION (THE INSTRUMENT)

Silicon-Grounded Notary
A recomputable "Drift Receipt" generated outside the software's failure
domain for board minutes. (Intent / Reality / Delta panels)

Heat Map Interface
14.1% Empirical Breach Rate — Hardware-derived loss frequencies turn
unmeasured AI drift into a standard, priceable premium.
Trust Physics Lattice (144-node grid): In-lane (green), Marginal/minor
drift (amber), Category breach/uninsurable (red).

The Doctor vs. The Plumber (The "Golden Ticket" Metaphor)
Authorized Domain: Operating Room (in-lane / covered) — we don't insure
"success"; we prove the agent never left its authorized domain.
Unauthorized Domain: Basement (out-of-lane / excluded) — negligence is
proven when the agent leaves its domain.

Transition From Judgment to Frequency
Metric          Incumbent (Software)     ThetaDriven (Hardware)
Verification    Probabilistic            Deterministic
                (Magic 8-Ball)           (On-Chip Walk)
Liability       Unpriced Externality     Measured Frequency (14.1%)
Legal Status    "Good Faith" Guess       T.J. Hooper Standard of Care

SOURCE: NotebookLM