Standalone business intelligence

Closed Learning Loop

Evidence becomes a measured, versioned improvement only after proof.

Teacher: GPT-5.6 Sol
Signals observed-
Learning candidates-
Released skills-
Pending review-
Adapter identity issues-

Improvement pipeline

Project boundaries enforced
01Filter routine and unsafe signals
02Group repeated evidence
03Sol proposes one change
04Run eval and shadow proof
05Release by risk policy
06Monitor and roll back

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Policy boundaries

Automatic vs reviewed
  • Automatic after proofReversible project knowledge, prompt rules, and project skills.
  • Always reviewedSoftware, adapters, external actions, and shared cross-project lessons.
  • Required proofThree evidence references, 90% eval pass, five shadow samples, privacy, safety, regression, rollback, and monitoring.
  • Latest signalChecking durable storage...