Signal Intelligence • Cycle 001

Structural clarity is earned through disciplined filtration.

Evidence

Gathered continuously from structural sources, not headlines.

Doctrine-mapped

Filtered against the Eight Laws and structural invariants.

Stress-tested

Challenged across independent reasoning passes before release.

Human-approved

Published only after founder review. Nothing publishes automatically.

Structural basis

Optimization fragility — a system tuned to a measurable proxy can hold steady on that proxy while the property it was meant to protect quietly degrades.

Doctrine vector — pending mapping at approval

Primary Signal

Proxy Optimization Is Outrunning Critical-Evaluation Metrics

Early evidence from two AI/ML settings shows that optimizing against a trusted measurable proxy can silently degrade a safety- or quality-critical property the proxy does not capture, while standard metrics fail to reveal the damage. In LLM inference, KV-cache quantization degrades safety alignment while perplexity stays near-lossless. In robot behavior-cloning, defect-detection metric quality fails to predict downstream policy performance. This is an emerging convergence, not a settled law.

STRUCTURAL

Confidence

49/100

✓human-reviewed · doctrine-governed

What to watch

Pressure is rising across two independent domains without a shared correction mechanism. Confidence reflects an early convergence, not a settled pattern — it strengthens if a third domain shows the same divergence, and fades if evaluation methods catch up first.

More signals are under review. The gate decides when they are ready.