KCC 10
Special Concerns
Operational risks KCC addresses explicitly because experience shows they are the failure modes that break ungoverned AI adoption.
Special ConcernsFailure modesOperational riskGovernance
Created 2026-06-08 · v0.4.0
These are operational risks that the model addresses explicitly because experience has shown they are the failure modes that break ungoverned AI adoption. Each concern has its own page with detailed treatment.
The Seven Concerns
| Section | Concern | What It Addresses |
|---|---|---|
| 10.1 | The Lethal Trifecta | Untrusted content + private data + external communication |
| 10.2 | Workslop Detection | Content that passes gates but provides no value |
| 10.3 | Bypass Detection | Engineers routing around the sanctioned platform |
| 10.4 | Human Attention | Reviewer cognitive load as a finite resource |
| 10.5 | Context Window Economics | System prompt bloat eroding working space |
| 10.6 | Functional Verification | The unsolved problem KCC explicitly does not solve |
| 10.7 | Environment Mutation | Host-mutating actions gated and never silent |
How KCC's Treatment Varies
For every concern except functional verification, KCC provides structural mechanisms to detect, enforce, or mitigate. For functional verification, KCC acknowledges the gap rather than pretending to solve it. The honest framing is part of the model's discipline — frameworks that claim to solve everything tend to solve nothing well.