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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 108 OF 320 cad_manufacturing_gate Async enhancement

EVOI Next-Step & CoT (aq108_model_probabilistic_next_steps)

Injects probabilistic next-step modeling and records candidate action probabilities, Expected Value of Information ordering, and evidence-grounded CoT traces.

Prior/Posterior 0..100EVOI Action OrderingGrounded CoT Spans
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

EVOI scorer (info_gain * uncertainty - cost) & CoT schema validator

Substrate: db_atomic · p99 Claim Target: ≤ 4 ms · Phase: 107 - 110 Zero-In-Place Task Mutations, 5-Personality Fan-Out, EVOI CoT & Lift

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Calibrated next-step planner & explicit alternative recorder

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

Enforced Category State Machine: cad_manufacturing_gate

Commit Invariant: Monotonic lease_epoch compare-and-swap fencing with content-addressed SWHID verification.

Architectural Problem Solved: Coordinates parallel execution without duplicate work or split-brain overwrites.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq108_model_probabilistic_next_steps/enqueue
{
  "queue_category": "cad_manufacturing_gate",
  "priority": 80,
  "payload": { "stage": "108", "objective": "EVOI Next-Step & CoT" }
}
← Stage 107: Sibling Row Fan-Out View in Single-Page Master Blueprint Stage 109: Harness Telemetry →