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Judgment governs.

Every action carries its terms.

The terms a deployment declares, held against the record of what the machine did.

It bounds what can happen next, writes the bound as a contract, and reaches the decision on the machine.

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The bound is written with the deployment, and read against the record.

The request is judged, the terms are read, and the act either runs or is held.REQUESTJUDGEMENTTHE TERMSTHE ACTHELD
The request is judged, the terms are read, and the act either runs or is held.

It bounds the range the record has narrowed

A record says what happened. Run it forward and it also says how little can happen next.

The range
What the machine can still reach, narrowed by the trail the record already holds. The longer the trail, the smaller the range.
The terms
The bound a deployment declares: what an action may do, on what authority, at what cost.
The hold
Work that leaves the terms does not run.
The answer
When someone asks afterwards, the rule and the record answer together.

The narrowing is deterministic: the same record leaves the same range. Krisis is where the bound on that range is declared.

One contract answers which model, at what cost, by whose authority

The terms are written with the deployment, and read against the record it keeps.

The action
What each action may do, and what it may not.
The model
Which model answers a request.
The cost
What that answer costs.
The authority
Who may move an agent, and with what authority.
The record
What the machine did, read beside what it was allowed to do.

One contract answers all five, so the same request is read the same way twice. A bound is worth what the record can prove about it, so the two are bought together.

The decision is made where the work runs

A decision that waits for a round trip is a report. The layer answers on the machine.

The read
A request is classed, and its class decides what may happen to it.
The machine
The classifier is small enough to run on a 32-bit part with no operating system, beside the work it governs.
The check
The same arithmetic is written four ways: compiled, hand-written for the part, in hardware, and as the plain reference the other three are held to.
The number
0.915 quantised accuracy on a 64-32-10 network.

A decision small enough to sit on the machine, and an arithmetic that can be checked against a reference written from it.

The acts that cannot be undone

The class
Which acts need two holders. Declared with the deployment.
The window
How long a second holder may still agree.
The hold
The act waits while the class holds it.
The release
It starts when a second holder agrees inside the window.
The record
Both agreements sit beside the act on one record.

Two different holders, one window, one record. A second agreement by the same holder is not a second key.

The operator who has to answer for it

A regulated operator
A deployment that must account for which model answered, at what cost, and on whose authority.
An enterprise operator
A fleet where an agent can move a machine, and the terms of that move have to be readable later.
What it is bought with
A bound is only as good as the trail behind it, so the layer is bought with the record.

What the buyer wants is an answer that survives an audit, which is why the price lands on the layer that holds the record.

Declare what the work may do

If a deployment has to bound what a model may do and answer for it later, we should talk.

Bring the rules a deployment already declares, and we will show you where they meet the record.