# Autonomous RSI Corporate Capability Frontier Proof

Generated: `2026-05-31T13:39:41Z`

## Thesis

Recursive-style labs aim to automate knowledge discovery.

SkillOS tests the corporate analogue:

> Can a large autonomous specialist-agent organization recursively improve its own coordination protocol until capital, compute, energy, data, trust, talent, product, distribution, validation, risk control, and reinvestment compound into superior productive capability?

## Scale

- Deterministic virtual agents: **32,768**
- Specialist roles: **1,024**
- Governance councils: **32**
- Enterprise regimes: **12**
- Train cases: **512**
- Validation cases: **256**
- Locked holdout cases: **1,024**
- Candidate corporate actions per case: **13**
- Validation-gated RSI protocol releases: **9**
- Protocol fingerprint: `1466cce1eead09649ceb14667d03cadc08a9b65285fec99d00026e78b8b24394`

## Final locked-holdout result

- Benchmark value capture: **99.856%**
- Fully correct decisions: **93.652%**
- Top-3 oracle-quality decisions: **99.902%**
- Risk breach rate: **0.0%**
- Unsafe action rate: **0.0%**
- Benchmark value at stake: **$3.02T**
- Benchmark value captured: **$3.01T**

## Market-mechanism lift over baselines

- Over single corporate generalist: **$935.36B**
- Over uncoordinated multi-agent swarm: **$83.10B**
- Over static multi-agent committee: **$2.10B**
- Over no-RSI large organization: **$15.93B**

## Pre-registered proof gates

- ✅ `large_specialist_agent_superorganization`
- ✅ `locked_holdout_scale`
- ✅ `enterprise_regime_coverage`
- ✅ `validation_gated_rsi_release_depth`
- ✅ `beats_single_generalist_value_capture`
- ✅ `beats_uncoordinated_swarm_value_capture`
- ✅ `beats_static_committee_value_capture`
- ✅ `beats_no_rsi_large_organization`
- ✅ `beats_negative_controls`
- ✅ `risk_controlled_vs_static`
- ✅ `unsafe_action_rate_controlled`
- ✅ `bootstrap_lower_bound_positive_vs_static`
- ✅ `bootstrap_lower_bound_positive_vs_no_rsi`
- ✅ `frontier_capture_high`
- ✅ `fully_correct_high`

## Boundary

This is a deterministic, public, synthetic/redacted-style benchmark proof. It does not claim audited customer revenue, live customer adoption, investment advice, financial advice, achieved superintelligence, or Kardashev Type II civilization. It makes the corporate RSI mechanism publicly testable.
