---
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

```text
S_loop = A_resolution × B_evidence − P_closure_pressure
```

Internal stack:

```text
ClosureSupport = A_resolution × B_evidence
PressureLoad = P_closure_pressure
ClosureRisk = PressureLoad − ClosureSupport
LoopStability = ClosureSupport − PressureLoad
```

## Core thesis

```text
Disagreement is not failure.
False closure is failure.
```

The route is the product.  
The score supports the route.

## Recommended Loop States

```text
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

1. Load the Space.
2. Choose a preset or adjust sliders manually.
3. Review the **Recommended Loop State**.
4. Inspect Closure Support, Pressure Load, Closure Risk, Loop Stability, and diagnostic flags.
5. Generate an exportable pressure report.
6. Use **Copy scenario link** to share the exact simulator state.

## Presets included

```text
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:

```text
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.**