About
Research disclosure and verification status
Document Status
⚠ Early Research Preview
This document represents preliminary research findings and architectural proposals. The claims, benchmarks, and performance metrics presented herein have not been independently verified by external laboratories or peer-reviewed publications.
Verification Status
| Claim | Status |
|---|---|
| CHO Architecture Design | Internal Development |
| Koji Training Methodology | Internal Testing |
| Performance Benchmarks | Self-Reported |
| Evolution Advantage Hypothesis | Preliminary Evidence |
| Independent Lab Verification | Not Completed |
| Peer-Reviewed Publication | Not Submitted |
Limitations
- Benchmarks were conducted internally without blind evaluation
- Sample sizes may be insufficient for statistical significance in some metrics
- Hardware requirements limit reproducibility on consumer devices
- Long-term stability beyond 90 days has not been evaluated
- Cross-domain transfer learning requires further investigation
- Physical robotics integration is theoretical and has not been tested
Intended Audience
- Enterprise technology evaluators assessing emerging AI architectures
- Research scientists investigating cognitive computing approaches
- Engineering teams exploring persistent AI assistant implementations
- Investors and stakeholders reviewing technical foundations
Future Verification
| Milestone | Target |
|---|---|
| Independent benchmark replication | Q2 2026 |
| Third-party security audit | Q2 2026 |
| Academic paper submission | Q3 2026 |
| External lab partnership | Q4 2026 |
Contact
For research inquiries, partnership discussions, or verification requests, please contact the CHO Research team.
License
This document is provided for informational purposes. The underlying technology is proprietary. Reproduction or commercial use requires explicit permission.