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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 308 OF 320 catalog_harvest_llm_slm Async enhancement

Root-Budget Bounded Counterfactual Swarm & Judge Simulation (Promote) (aq308_counterfactual_swarm_sim_4)

Separates executable teams, hypothetical opponent policies, and calibrated population models under recursion caps.

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: ≤ 6 ms · Phase: 305 - 308 Cooperation, Psychometrics & Fleet Catalog Phase 12

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: catalog_harvest_llm_slm

Commit Invariant: Discovers, normalizes, and benchmarks cloud LLMs and CPU/GGUF/OpenVINO/ONNX SLMs.

Architectural Problem Solved: Enforces durable cooperation, psychometric frontier tracking, and self-enriching multi-facet catalog evaluation.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq308_counterfactual_swarm_sim_4/enqueue
{
  "queue_category": "catalog_harvest_llm_slm",
  "priority": 80,
  "payload": { "stage": "308", "objective": "Root-Budget Bounded Counterfactual Swarm & Judge Simulation (Promote)" }
}
← Stage 307: Competition Rule Check, Demo Rehearsal & Submission Gate (Negotiate) View in Single-Page Master Blueprint Stage 309: 8x5x3 TeamRecipe Ablation & Blinded Holdout Tournament (Intake) →