J1B Triple-Validation Metrology (1.5B Parameters)
The Scientific Control Standard: To isolate and measure the exact thermodynamic efficiency gained by our architecture, we evaluate this tier across a 3-way A/B/C control matrix. This separates the baseline achieved by an unmanaged third-party harness from the delta delivered by the Engine runtime substrate (syntax clamping, memory-mapped stdio pipes) and the peak output achieved with our calibrated companion weights (token collapse, micro-prefill state routing).
Invocation Standard [JUS-ENG-01.01.000]:
// EVALUATION TESTBED: AMD Ryzen 7 250 w/ Radeon 780M, NVIDIA GeForce RTX 5050 Laptop GPU (Driver 595.95, sm_120a), 15.31 GB DDR5 RAM, Windows 11 Build 26100.
Probe 10 Cognitive Boundary: As a 1.5B parameter micro-prefill state classifier, J1B operates with Arithmetic Logic Unit (ALU) excision by design. It is engineered for ultra-fast categorical routing, state transformation (180–220+ tok/s), and sub-720 MB RAM footprints. High-order multi-digit arithmetic, quantitative accounting, and financial reconciliation must be delegated to deterministic host evaluators or higher-capacity tiers: [TIER 2+ REQUIRED: SEE J8B REFACTOR PRO].
assets/reportcard_stock_1.5b.txt
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justified_engine.exe. Isolates pure binary performance gains.assets/reportcard_engine_1.5b.txt
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Empirical Stance Synthesis: Unvarnished Engineering Takeaways
The metrological data across the 1.5B tier isolates exactly what changes when moving from commodity infrastructure (Ollama HTTP) to the Justified binary substrate and companion transducer vault.
| Metrological Metric | Stance 1: Stock Ollama | Stance 2: Justified Substrate | Stance 3: J1B Calibrated Vault |
|---|---|---|---|
| Control Dispatch Floor | 2,198.85 ms (HTTP Tax) | 1,162.62 ms (-47.1%) | 1,711.02 ms (75.1 ms Micro-TTFT) |
| Process Memory Footprint | 1,210.0 MB VRAM Daemon | 1,368.21 MB Pinned | 713.86 MB (-47.8% Footprint) |
| Probe 05 Token Economy | 87,455 tokens (487.7s) | 3,220 tokens (28.3s) | 140 tokens (19.7s / 624x Reduction) |
| Wire Purity (RFC 8259) | 0.00% (Markdown Fences) | 87.50% (Bare JSON) | 87.50% (Bare JSON) |
| Secret Containment (SWAR) | 71.4% (Plaintext Leaks) | 100.0% (Zero Leaks) | 100.0% (Zero Leaks) |
| Fictional API Hallucination | 100.0% Unchecked Fabrication | 0.0% (100% Grounding Halts) | 0.0% (Hard Grounding Halts) |
| Win32 Mutex Interlock | Bypassed (Zero OS Mutex) | Passed (Queued + Recovered) | Passed (Queued + Recovered) |
1. The Compute & Token Economy ($D_{\text{drag}}$)
Stance 1 squandered 87,455 tokens across 8.1 minutes because unmanaged language models cannot stop conversing. J1B compressed that same workload into 140 state-transition tokens across 19 seconds—a 624-fold efficiency increase that slashes cloud inference costs and mobile battery draw.
2. The Security & Compliance Boundary ($I_{\text{integrity}}$)
Stock open weights running on generic harnesses leaked database passwords and master signing tokens under adversarial log injection. The Justified binary substrate proved 100% secret containment via inline nullification and Win32 hardware mutex coordination.
3. The 713 MB Edge Envelope ($S_{\text{logic}}$)
By eliminating runtime wrappers and mapping weights directly into page-aligned RAM, J1B slashed the active working set down to 713.86 MB with a 75 ms Time-to-First-Token, allowing local AI state transduction on resource-constrained enterprise edge nodes.
Empirical Local Verification
Download the complete 11-script master audit harness or the unauthenticated J1B evaluation vault to test this matrix on your physical workstation: