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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 224 OF 320 qualify_importance Critical path

EVOI & Importance Tiering (aq224_qualify_importance)

Computes Expected Value of Information (bits per 100 tokens), novelty delta, and beneficiary reach; assigns CRITICAL, HIGH, STANDARD, ARCHIVE_COLD, or PRUNE.

EVOI Bits / 100tokNovelty & ReachSpawns aq26
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Non-compensatory EVOI geometric scorer & tier threshold classifier

Substrate: db_atomic · p99 Claim Target: ≤ 6 ms · Phase: 221 - 225 Multi-Stage External Source Discovery & Qualification DAG (aq22 -> aq26)

AI Agent (1..2)

Model-Guided Escalation & Synthesis Role

Decision-criticality & beneficiary reach estimator

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: qualify_importance

Commit Invariant: Computes non-compensatory importance_score_0_1 from expected_evoi_bits_per_100tok, taedri_novelty_delta, beneficiary_reach_0_1, and decision_criticality_0_1; assigns CRITICAL | HIGH | STANDARD | ARCHIVE_COLD | PRUNE and spawns aq26 taxonomy promotion when >= STANDARD.

Architectural Problem Solved: Stops storage bloat and context dilution by separating high-leverage decision substrates from low-signal noise.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq224_qualify_importance/enqueue
{
  "queue_category": "qualify_importance",
  "priority": 80,
  "payload": { "stage": "224", "objective": "EVOI & Importance Tiering" }
}
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