title: False Closure / Open Loop Simulator
emoji: 🔁
colorFrom: indigo
colorTo: yellow
sdk: static
app_file: index.html
pinned: false
license: cc-by-4.0
short_description: Closure-legitimacy simulator for open loops.
tags:
- systems-integrity
- simulation
- pressure-form
- hir-oam
thumbnail: >-
https://huggingface.co/spaces/HirModel/false-closure-open-loop-simulator/resolve/main/false-closure-open-loop-thumbnail-v0-1-4.png
False Closure / Open Loop Simulator v0.1.4
Closure is an integrity event, not an administrative convenience.
Most systems ask whether a conversation is over.
This simulator asks whether it has the structural right to close.
What it is
A lightweight HIR/OAM route-governance engine that evaluates whether a claim, dispute, conversation, or repair loop can legitimately close — or whether it should remain open, fork, request evidence, preserve bounded disagreement, or reopen for repair.
It does not decide who is right.
It determines whether the act of closure itself is structurally legitimate.
Core equation
S_loop = A_resolution × B_evidence − P_closure_pressure
Internal stack:
ClosureSupport = A_resolution × B_evidence
PressureLoad = P_closure_pressure
ClosureRisk = PressureLoad − ClosureSupport
LoopStability = ClosureSupport − PressureLoad
Core thesis
Disagreement is not failure.
False closure is failure.
The route is the product.
The score supports the route.
Recommended Loop States
RESOLVED_WITH_INTEGRITY
PARTIALLY_RESOLVED
BOUNDED_DISAGREEMENT
CLARIFICATION_REQUIRED
EVIDENCE_NEEDED
FORK_REQUIRED
OPEN_LOOP
FALSE_CLOSURE
COERCED_CLOSURE
REPAIR_REQUIRED
Boundary
This simulator does not decide who is right. It determines whether closure itself is structurally legitimate.
A loop can remain open with integrity.
A disagreement can remain bounded without failure.
The failure state is false closure: when pressure forces a system to call something resolved before truth, evidence, context, or repair has caught up.
How to use
- Load the Space.
- Choose a preset or adjust sliders manually.
- Review the Recommended Loop State.
- Inspect Closure Support, Pressure Load, Closure Risk, Loop Stability, and diagnostic flags.
- Generate an exportable pressure report.
- Use Copy scenario link to share the exact simulator state.
Presets included
AI Summary False Closure
Moderator Convenience Closure
Institutional Liability Closure
Tired Conversation Closure
Bounded Disagreement
Evidence-Needed State
Fork Required
Resolved With Integrity
Partially Resolved Proof
Clarification Required Proof
Open Loop Proof
Repair Required
Version
v0.1.4 — Public Demo Candidate
Adds:
Shareable URL state
Copy scenario link
Visible B_evidence weighting explanation
Exportable pressure report
Route-proofed presets
Route logic and thresholds remain locked from v0.1.3.
Tech
Pure HTML, CSS, and JavaScript.
No backend.
No external dependencies.
Works locally or as a Hugging Face Static Space.
Most systems ask whether a conversation is over.
This simulator asks whether it has the structural right to close.