POC preprint · April 2026
Beyond 99.9% Miss-Avoidance under Regime Shift
Four-tier, five-regime v12 POC with public aggregate results, tail/emerging analysis, and history-boundary controls.
Public materials
Papers, briefs, figures, and downloadable PDFs.
This page collects the public disclosure layer. It is intentionally separate from private implementation details and customer-specific controls.
POCIJORoboticsBriefsFiguresDisclosure Boundary
Public papers
Three public technical references.
Public conceptual edition · 26 Jul 2026
Cross-Control Conflict Convergence in Robotic Systems
Problem formulation, cross-control conflict sequence, convergence architecture, real-time/background separation, scenarios, and evaluation framework.
Public conceptual edition · 3 Aug 2026
From Orchestration to Integrated Judgment Optimization
Boundary-first architecture, three control surfaces, judgment/update lifecycle, evidence synthesis, evaluation metrics, and governance implications.
One-page briefs
Fast internal review PDFs.
Use these when a product, platform, governance, or robotics decision-maker needs the route in one page.
Solution brief
AI Judgment Wrapper
Material-action boundary, host authority, judgment states, and one-workflow evaluation.
PDF
Solution brief
Autonomous AI Control
Agent action, conditional experience, governed update candidates, versioning, rollback, and Human Gate boundary.
PDF
Solution brief
Robotics Convergence
Cross-control conflict, diagnostic-first evaluation, controlled-test boundary, and measurable KPIs.
PDFSelected figure gallery
Browse the public architecture visually.
Two routes to agent-system design
Three control surfaces + update path
Selected empirical evidence signals
Evaluation framework
Local correctness to system conflict
Repeated intervention vs convergence
Cross-control conceptual architecture
Lineage-bearing cross-control experience
POC miss-avoidance and tail/emerging ratesPublication status and boundaries
- The POC PDF is a public preprint draft and reports results for a defined benchmark setting.
- The robotics paper is a non-peer-reviewed Public Conceptual Edition and explicitly does not claim experimental validation, formal proof, or safety certification.
- The IJO paper is a pre-peer-review conceptual architecture and evidence-synthesis paper and does not claim empirical superiority, legal compliance, formal safety, or certification.
- Implementation-specific thresholds, private prompts, routing rules, complete schemas, source code, customer controls, and patent-sensitive implementation mappings remain outside the public layer.