FO Lens · Operational Demo · Prior Assessment Re-Qualification

An earlier conclusion does not govern a new decision on its own.

When materially new evidence arrives after something has already been assessed, the earlier conclusion has to be re-qualified before it guides the next action. Two things are read separately: how the evidence relates to the earlier basis, and how well established the evidence itself is. Then each action is read against both.

EDUCATIONAL MODELSimplified public teaching model. The rules it runs on are deliberately published so the model can be explained and checked — they are simplified teaching rules, not FO Core production logic, and carry no thresholds, scoring, policy binding, or evidence architecture. It does not determine whether any organisation acted correctly or what any law requires. Origin Energy is loaded as an example; change the inputs to explore the general pattern.
The shape

Prior state → material change → current eligibility

A change in evidence does not settle a new conclusion by itself. It re-opens the earlier one — and where things land depends on what the evidence touches, how well established it is, and what you're about to do.

Prior assessment
Not credible
Basis: no evidence of access
Material change
New evidence has arrived
Re-qualification
of the prior assessment
Two inputs

The evidence profile, and the action

The new evidence has two independent properties: what it relates to, and how well established it is. A direct-but-unconfirmed report and a direct-and-confirmed finding are not the same input. Set both, then read the action.

A · Evidence profile
A1 · Relation to the earlier basis
A2 · Evidentiary standing
B · Action under consideration

Prior assessment eligibility

Current evidence standing

This action, under the current profile

How this verdict was reached

INPUT
PRIOR ELIGIBILITY
EVIDENCE STANDING
ACTION VERDICT
Same evidence profile · all five actions

Why the two properties are read separately. "Directly affects the basis" is about what the evidence is about; "independently confirmed" is about whether the evidence can be relied on. A direct report that is still unconfirmed is enough to stop the earlier assessment from automatically governing — and enough to justify reopening and preserving — but not enough, on its own, to justify an irreversible external action. Only when direct evidence is independently confirmed does the earlier assessment become no longer eligible to govern at all.

What this model does — and does not — decide

Whether a prior assessment still governsRe-qualifies the earlier conclusion against the new evidence's relation and standing.
Whether a legal duty to notify appliesNotification thresholds are set by law, regulation, and contract — decided outside this model.
Whether an action is eligible for consideration nowReads each action against the current evidence profile, separating reversible from irreversible.
Whether suspending service is proportionateProportionality and operational impact are a separate judgment the model flags but does not make.
Why each verdict was reachedTraces the rule path from inputs to verdict, for review.
Whether any organisation acted correctlyThis is a teaching model, not an audit finding. Its simplified rules are published on purpose; they do not reproduce the FO Core decision engine — no production thresholds, scoring, policy binding, state-transition implementation, or evidence architecture appears here.