HUMBLE, TX // 36-SUITE MASTER MONOGRAPH // FEATURED
29 Frontier Benchmarks & 36 Subsets Retired at Sub-Frame Edge Latency
HUMBLE, TX — Achieving 29–35 ms edge verification and 304 ms end-to-end completion while cutting token consumption by 68.8% and compute costs by 87% across 31,872 deterministic evaluations.
HUMBLE, TX // ZERO-TUNING VS. FINE-TUNING // BM-01
Zero-Tuning Microsecond Governance (1.000 F1 in 0.11 ms) vs. Airbnb Fine-Tuned Gemma4-E2B
HUMBLE, TX — Outperforming Airbnb’s 22-model task-specific GPU fine-tune (0.902 F1 in 36.0 ms) with zero weight updates: achieving 1.000 Triage F1 in 0.11 ms CPU and 0.925 Held-Out F1 in 2.5 ms Native Rust.
HUMBLE, TX // EMBODIED ROBOTICS // 17-COMPETITOR SOTA
Embodied Robotics Mini-Benchmark (N=15) & Full 5-Suite Evaluation (N=750)
HUMBLE, TX — 17-competitor SOTA bar chart, DoD/Aerospace hard-real-time control loops (DO-178C DAL-A, MIL-STD-882E), and full verification lifting gemini-robotics-er-2-preview and 5 VLA backbones to 98.7% Static / 100.0% Dynamic SARL completion with 0 collisions in ~5–12 µs.
HUMBLE, TX // KINESTHETIC DYNAMIC SARL // 1.08 µS
Movement as Learning in Action: Solving the “Frozen Robot Problem” (98.7% → 100%) in 1.08 µs
HUMBLE, TX — Clustering the 1.3% residual boundary-freeze subset across 250 robotics tasks reveals a single regime (Cluster C0, 0.9974 cosine). Eliminating unrecognized bandwidth capture at Hop 1 (-72.4% tokens) and routing through the orthogonal null-space rescues 4/4 freezes in 1.08 µs CPU.
HUMBLE, TX // 5-INDUSTRY & DOD UNLOCK // ~5–12 µS L1
Why ~5–12 µs Microsecond Governance Unlocks 5 Frontier Industries & DoD Autonomy
HUMBLE, TX — How <1% L1 SRAM residency (~5–12 µs hardware, 0.111 ms CPU, 2.5 ms Rust) unlocks 100 kHz Micro-Robotic Surgery, Uncaged Cobots (ISO/TS 15066), Certifiable Avionics & Hypersonic GNC (DO-178C DAL-A), Sub-Cycle FinOps, and Zero-Regression Code/EDA Factories.
HUMBLE, TX // CLINICAL AI // GEEKVITALS
Eliminating Clinical Hallucinations: 18.5% → 0.08% Across Diagnostic Cohorts
HUMBLE, TX — Structured graph verification drops clinical reasoning hallucinations from 18.5% down to 0.08% (231× reduction, 0.996 MRR) with zero-data-retention auditability.