The Guardrail Composability Explorer, a coursework demo
GCE — the Guardrail Composability Explorer — is a coursework MVP demo (AI-285) for toggling guardrails and observing composed behavior. Its front-door composability-coefficient framing is superseded by CC-Framework's dependence-aware partial identification, whose metric taxonomy classifies the older coefficient family as legacy/deprecated. GCE is preserved as intellectual lineage, not current theory.
01Falsifier — what changes this claim
The bound superseding taxonomy no longer classifies the coefficient family as deprecated legacy, or no longer supports the stated dependence-aware supersession.
Consequence NARROW
This is the condition and consequence recorded in the registry. The vocabulary this is published in defines what each consequence commits the author to.
02Scope
The supersession record. It is bound to the superseding taxonomy document, not to GCE's repository; GCE itself is linked from /archive/ as a historical artifact.
03Forbidden rescues
Repairs declared unavailable in advance; using one after a failure would breach the recorded commitment.
do not treat the existence of legacy code or UI as evidence that its framing remains current theory
do not substitute a generic preference for newer methods for a recorded theoretical supersession
04Non-claims — what this does not license
supersession is a statement about theoretical framing, not about the correctness of GCE's code or its value as coursework
no current-research claim is made by or for GCE
05Binding and freshness
Binding
metric_taxonomy.md @ 75e90c2f The taxonomy's Deprecated Name Mapping records the coefficient family (cc_max, cc_rel, delta_add, delta_mult) as "Deprecated; legacy formula preserved until v0.4."
Reviewed
2026-08-24 · window 365 days
Expires
2027-08-24 — after this date the recorded review is overdue; this does not make the claim false
Triggers
executable fires if the taxonomy recording the supersession is rewritten