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← All 320 Atomic Work Queues STAGE 299 OF 320 pareto_non_regression_gate Critical path

5-Lens Empirical Quadrant, Pareto & WAR Recompute (Negotiate) (aq299_multilens_quadrant_recom_3)

Recomputes 2x2 Quadrant, Weighted Wave, Exact Pareto set, Cliff Index, and Paired-Holdout WAR.

Context Hydrate3-Tier BilateralSWHID Gate
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Tier-0 Schema, CAS & Rational Invariant Checker

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 297 - 300 Cooperation, Psychometrics & Fleet Catalog Phase 10

Cloud Ollama / Muse (Tier 1..2)

Model-Guided Escalation & Synthesis Role

Hybrid Synthesizer, Negotiator & Blinded Evaluator

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

Enforced Category State Machine: pareto_non_regression_gate

Commit Invariant: Evaluates candidate Contract Cards and skills across multiple model families plus mutmut_kill_score >= 0.80; blocks promotion whenever min(per_model_deltas) < 0.

Architectural Problem Solved: Prevents shipping instructions or skills that lift one model while silently regressing another model family.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq299_multilens_quadrant_recom_3/enqueue
{
  "queue_category": "pareto_non_regression_gate",
  "priority": 80,
  "payload": { "stage": "299", "objective": "5-Lens Empirical Quadrant, Pareto & WAR Recompute (Negotiate)" }
}
← Stage 298: Contamination-Resistant & Debiased Evaluation Protocol Synthesis (Verify) View in Single-Page Master Blueprint Stage 300: Per-Category Token Cap, Context Hydration & Table Partition Tuner (Promote) →