Montreal.AI / SkillOS / AI-first blockchain RSI

# AI-First Blockchain Capital Machine.

A reproducible GitHub Action proof that a large autonomous specialist-agent protocol organization can improve its own coordination layer — not by making a claim, but by passing locked holdout tests against single-agent, static DAO, uncoordinated swarm, no-RSI, and adversarial negative-control baselines.

Run proof on GitHub JSON receipt Report
Proof passed
262,144 agents. 8,192 roles. 96 councils. 2,048 locked holdout cases.

This proof is public, deterministic, and autonomous. It does not claim achieved superintelligence, live protocol revenue, token recommendations, investment advice, or Kardashev Type II civilization.

99.907%locked-holdout value capture
94.482%frontier-correct protocol decisions
0.000%risk breach rate
$8.41B over no-RSI protocol organization
Kardashev-scale mechanism, public benchmark only capital → blockspace → validator security → MEV control → liquidity → bridges → oracles → governance → data availability → compute/energy → trust → settlement → validation → risk courts → reinvestment → compounding protocol capability

“A superintelligent machine would be of such immense value, with so much wealth accruing to any company that owned one, that it could allow us to reach Kardashev Type II civilization level.”

SkillOS does not assert the quote is achieved. It makes the blockchain capital machine underneath the quote testable: can autonomous RSI improve the mechanism that compounds protocol capability under risk constraints?

### Recursive self-improvement release curve

Validation-gated releases are accepted only when they improve the coordination layer without violating risk gates.

### Capability coordination radar

Measures coordinated capital allocation, validator security, MEV control, oracle/bridge integrity, settlement capacity, and reinvestment.

## Baselines and negative controls

Baseline | Value capture | Correct | Risk breach
--- | --- | --- | ---
no rsi protocol organization | 99.878% | 93.018% | 0.000%
single protocol strategist | 99.745% | 88.574% | 0.000%
static dao committee | 99.866% | 92.383% | 0.000%
uncoordinated agent swarm | 99.816% | 90.576% | 0.000%

Control | Value capture | Risk breach | Result
--- | --- | --- | ---
random protocol control | 72.781% | 9.619% | failed, as expected
risk blind yield control | 99.826% | 0.000% | check
shuffled reward rsi | 99.862% | 0.000% | check

## Pre-registered proof gates

- accepted rsi releases PASS
- frontier correct rate PASS
- gain vs no rsi p05 PASS
- gain vs static dao p05 PASS
- holdout value capture PASS
- human review absent PASS
- negative controls fail PASS
- risk breach rate PASS
- unsafe action rate PASS

## RSI release ledger

Version | Status | Validation | Holdout shadow | Risk | Skill update
--- | --- | --- | --- | --- | ---
v0 | accepted | 99.810% | 99.825% | 0.000% | bootstrap static protocol organization
v1 | accepted | 99.831% | 99.842% | 0.000% | MEV/risk court upgrade
v2 | accepted | 99.853% | 99.858% | 0.000% | oracle provenance compiler
v3 | accepted | 99.855% | 99.871% | 0.000% | capital-to-capability reinvestment scheduler
v4 | accepted | 99.870% | 99.888% | 0.000% | agent settlement mesh policy
v5 | accepted | 99.875% | 99.892% | 0.000% | bridge and validator loss firewall
v6 | accepted | 99.878% | 99.898% | 0.000% | DAO intent-to-execution quorum
v7 | accepted | 99.881% | 99.903% | 0.000% | role-market routing
v8 | accepted | 99.907% | 99.907% | 0.000% | MEV/risk court upgrade
v9 | rejected | 99.881% | 99.899% | 0.000% | oracle provenance compiler
v10 | rejected | 99.879% | 99.896% | 0.000% | capital-to-capability reinvestment scheduler
v11 | rejected | 99.877% | 99.894% | 0.000% | agent settlement mesh policy
v12 | rejected | 99.874% | 99.893% | 0.000% | bridge and validator loss firewall
v13 | rejected | 99.867% | 99.894% | 0.000% | DAO intent-to-execution quorum
v14 | rejected | 99.868% | 99.893% | 0.000% | role-market routing

## Locked holdout receipts

locked_holdout-0000 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0036 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0072 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: AI-model usage settlement network

98.949%
locked_holdout-0108 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0144 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0180 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0216 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0252 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0288 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0324 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0360 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0396 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0432 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0468 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%
locked_holdout-0504 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: AI-model usage settlement network

99.667%
locked_holdout-0540 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0576 agent-native payment settlement

selected: AI-model usage settlement network

frontier: AI-model usage settlement network

100.000%
locked_holdout-0612 agent-native payment settlement

selected: recursive capital-to-capability foundry

frontier: recursive capital-to-capability foundry

100.000%