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TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 47 OF 320 rux_harness_benchmark_audit Async enhancement

Benchmark Public & Custom (aq47_benchmark_public_and_custom)

Evaluates harnesses, packs, and engines side-by-side on public benchmarks and leak-free custom Teleon ScenarioIR holdouts against bare baselines.

7 Public SuitesContamination-Free HoldoutBaseline Delta
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Public-suite adapter, holdout isolation guard & generalization-gap scorer

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 45 - 48 SCD2 Context Packs, Self-Awareness, Benchmarks & Jagged Frontier

AI Agent (1..6)

Model-Guided Escalation & Synthesis Role

Benchmark harness integrator & contamination auditor

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

Enforced Category State Machine: rux_harness_benchmark_audit

Commit Invariant: Enforces identical tool/prompt scaffold parity across models on uncontaminated holdouts and flags scaffold inflation whenever retry budgets or custom wrappers diverge.

Architectural Problem Solved: Separates genuine model or substrate lift from benchmark-specific scaffold gaming.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq47_benchmark_public_and_custom/enqueue
{
  "queue_category": "rux_harness_benchmark_audit",
  "priority": 80,
  "payload": { "stage": "47", "objective": "Benchmark Public & Custom" }
}
← Stage 46: Calibrate Self-Awareness View in Single-Page Master Blueprint Stage 48: Map Jagged Frontier →