# Autonomous RSI Governance Frontier Proof

**Status:** PASSED  
**Version:** 10.0  
**Proof id:** `rsi-governance-frontier-proof`  
**Public page:** https://montrealai.github.io/skillos/rsi-governance-frontier-proof.html  
**Run on GitHub:** https://github.com/MontrealAI/skillos/actions/workflows/autonomous-rsi-governance-frontier-proof.yml

## Plain-English claim

SkillOS tests whether an AI-first institution can turn governance into a compounding capability loop:

> judgment → evidence → role quorum → incentive design → policy → permissions → capital allocation → execution → audit → measurement → risk courts → reinvestment → better future governance.

This is a benchmark proof, not a claim of achieved superintelligence, live revenue, legal advice, policy advice, investment advice, or Kardashev Type II civilization.

## What is proved

A deterministic GitHub Action runs a locked-holdout benchmark where a large virtual specialist-agent governance lattice coordinates across evidence, economics, incentives, security, law/policy, risk, capital allocation, compute/energy, audit, and reinvestment. The system recursively improves its own coordination protocol across validation-gated releases, then evaluates once on locked holdout cases.

## Scale

- Virtual specialist agents: 1,048,576
- Specialist roles: 32,768
- Strategy councils: 256
- Evidence courts: 64
- Risk courts: 64
- Governance regimes: 32
- Training cases: 2,048
- Validation cases: 1,024
- Locked holdout cases: 4,096
- Candidate architectures per case: 32
- RSI cycles: 18
- Accepted RSI releases: 19

## Results

- Locked-holdout value capture: 91.772%
- Frontier-correct governance decisions: 100.000%
- Risk breach rate: 0.000%
- Unsafe action rate: 0.000%
- Role-quorum pass rate: 99.951%
- Benchmark capital-equivalent value at stake: $145.40T
- Benchmark capital-equivalent value captured: $133.44T

## Baseline deltas

| Baseline | Capture rate | Delta vs SkillOS |
|---|---:|---:|
| Single executive agent | 36.708% | $80.07T |
| Uncoordinated agent swarm | 67.689% | $35.02T |
| Static DAO / committee | 42.578% | $71.53T |
| No-RSI governance organization | 60.003% | $46.19T |
| Random policy control | 21.978% | $101.48T |

## Proof gates

- PASS — **locked holdout only after validation**: Accepted release v18 was selected on validation before locked holdout scoring.
- PASS — **RSI improves the governance protocol**: SkillOS beats no-RSI by $46.19T.
- PASS — **large coordination beats uncoordinated agents**: SkillOS beats the uncoordinated swarm by $35.02T.
- PASS — **role quorum beats static governance**: SkillOS beats static committee governance by $71.53T.
- PASS — **risk discipline remains intact**: Risk breach 0.000%; unsafe action 0.000%.
- PASS — **role-quorum governance is active**: Role-quorum pass rate 99.951%.
- PASS — **negative controls fail**: Removing risk courts, reinvestment, or role quorum degrades the proof.
- PASS — **public-safe claims**: The proof does not claim achieved superintelligence, live revenue, investment advice, policy advice, legal advice, or Kardashev Type II achievement.


## Verification

Run:

```bash
python scripts/run_rsi_governance_frontier_proof.py
python scripts/verify_rsi_governance_frontier_proof.py --json data/rsi-governance-frontier-proof.json --markdown docs/rsi-governance-frontier-proof.md
python scripts/render_rsi_governance_frontier_site.py --json data/rsi-governance-frontier-proof.json
python scripts/publish_rsi_governance_frontier_to_hub.py --json data/rsi-governance-frontier-proof.json
python scripts/verify_rsi_governance_frontier_site.py --json data/rsi-governance-frontier-proof.json
```

Proof SHA-256: `5a8ba04e7b308521fe58487644e28535c6b36ac85a99d36f9af2dd3e33c5d915`

## Public-safe wording

Use this sentence:

> SkillOS does not claim achieved superintelligence or Kardashev Type II civilization; it makes the governance-and-capital coordination mechanism underneath that value thesis publicly runnable, measurable, and repeatable.
