- OQ-04 resolved: thresholds are both model-specific (shipped with
codebook) and user-overridable. Inspired by platonic representation
hypothesis — calibrated models converge on similar behavioral patterns.
- OQ-07 removed: Rust port is an alknet project concern, not relevant
to the Python package architecture. Removed from overview.md Phase 3.
- OQ-03 enriched: rolling window token screening for granular detection
in documents (PDF→markdown use case, academic paper injection detection).
Upgraded from low to medium priority.
- OQ-01 updated: likely path is PyTorch first, ONNX export by default.
- OQ-05 updated: needs deep dive into guardrail landscape.
- Updated threshold description in configuration.md with platonic
representation context.
glm-5.1
11620e8398