Post
120
✅ Article highlight: *Compression-Aware Evaluation: Re-Expand Triggers, Evidence Floors, and Review Under Loss* (art-60-194, v0.1)
TL;DR:
This article argues that evaluation over compressed evidence must stay honest about loss.
A governed evaluator should not reject every summary, but it also must not treat a lossy artifact as full evidence. 194 defines evidence floors, review-only compression, re-expand triggers, compression-aware verdicts, and loss-sensitive evaluator routing.
Read:
kanaria007/agi-structural-intelligence-protocols
Why it matters:
• separates valid compression from sufficient evidence
• prevents structured summaries from becoming fake certainty
• makes review-only posture distinct from live-effect admissibility
• forces raw drill-down when risk, contradiction, or subject sensitivity exceeds the retained surface
• keeps evaluator routing tied to declared loss, backing refs, and evidence floors
What’s inside:
• compression-aware evaluation envelopes
• evidence-floor manifests for requested evaluator surfaces
• evaluator routing receipts based on loss, risk, contradiction, and protected-subject exposure
• review-only compression receipts
• raw-drilldown / re-expand tickets
• compression verdict receipts and loss-sensitive escalation tickets
• reentry bundles for paths that become stronger after fresh evidence arrives
Key idea:
Do not say:
*“the compressed artifact was reviewed and approved.”*
Say:
*“this evaluator received this compressed artifact, compared its retained surface to this evidence floor, routed under this loss profile, returned this compression-aware verdict, and required re-expansion before any stronger governance effect.”*
Compression can support evaluation.
It cannot magically become full evidence.
TL;DR:
This article argues that evaluation over compressed evidence must stay honest about loss.
A governed evaluator should not reject every summary, but it also must not treat a lossy artifact as full evidence. 194 defines evidence floors, review-only compression, re-expand triggers, compression-aware verdicts, and loss-sensitive evaluator routing.
Read:
kanaria007/agi-structural-intelligence-protocols
Why it matters:
• separates valid compression from sufficient evidence
• prevents structured summaries from becoming fake certainty
• makes review-only posture distinct from live-effect admissibility
• forces raw drill-down when risk, contradiction, or subject sensitivity exceeds the retained surface
• keeps evaluator routing tied to declared loss, backing refs, and evidence floors
What’s inside:
• compression-aware evaluation envelopes
• evidence-floor manifests for requested evaluator surfaces
• evaluator routing receipts based on loss, risk, contradiction, and protected-subject exposure
• review-only compression receipts
• raw-drilldown / re-expand tickets
• compression verdict receipts and loss-sensitive escalation tickets
• reentry bundles for paths that become stronger after fresh evidence arrives
Key idea:
Do not say:
*“the compressed artifact was reviewed and approved.”*
Say:
*“this evaluator received this compressed artifact, compared its retained surface to this evidence floor, routed under this loss profile, returned this compression-aware verdict, and required re-expansion before any stronger governance effect.”*
Compression can support evaluation.
It cannot magically become full evidence.