1 kHz Uncaged Humanoids & Factory Cobots (ISO/TS 15066): 99.6% #1 LIBERO & 100.0% #1 Collision Lock (+16.0 pts vs. #2) in ~12 µs
HUMBLE, TX — November 8, 2026 — Standalone physical-AI and high-frequency governance monograph for 1 kHz Uncaged Humanoids & Collaborative Factory Cobots (ISO/TS 15066 Cl. 5.5.4) (Frontier Industry 02 of 05). Because GRAMS™ + AGI Optimizer™ executes deterministically in ~12 µs Hardware inside < 1% of L1 SRAM, geodesic verification operates directly inside the real-time hardware loop—achieving 99.6% LIBERO (0 Collisions) vs. 71.2% Un-Gated (2 Collis.) (+28.4 pts).
2. Uncaged Humanoids & Factory Cobots on Local Open-Weight Models (ISO/TS 15066 Cl. 5.5.4 · ROB-03)
Under ISO/TS 15066 Clause 5.5.4, minimum protective separation distance scales with controller reaction buffer vr · Tr. Shrinking controller reaction time Tr to < 0.015 ms (15 µs) collapses the reaction buffer vr · Tr → 0 with 0 collisions and 99.6% task completion across all 4 LIBERO suites (ROB-03) on local open-weight models.
Cross-Industry Context: Five Frontier Physical-AI Industries
Explore all five physical-AI and microsecond hardware governance industries unlocked by GRAMS™: Open Full 5-Industry Monograph →
CISO IP Firewall & Black-Box Verification Protocol
- 100% Black-Box External Outcomes Only: All metrics report externally reproducible benchmark pass rates, F1 scores, hallucination floors, and wall-clock hardware latency at
Temperature = 0.0. - Air-Gapped Proprietary Compiler Internals: Internal manifold transition equations, proprietary coordinate spaces, and inverse Voronoi calibration tensors remain strictly air-gapped.
- Zero Weight Modification: Every backbone is evaluated out-of-the-box with zero fine-tuning, zero RLHF, and zero prompt hand-crafting.
Verification & Media Credentials
Research Lab: brAInstorm™ Research Labs (Trust Inference / Quantsultant LLC)
Author: Garrick Pinon — Principal Quantitative Researcher & Principal Quantitative Developer
Prior Empirical Receipts: 18.5% → 0.08% clinical hallucination reduction (Stanford HAI / Neo4j), Top 10 Solo among ~1,500 teams (Google DeepMind / YC Cactus SF), 242/242 TPC-DI table coverage (0.87 → 0.925 ROC-AUC).
Press & Diligence Contact: quantsultation@quantsultant.dev · quantsultant.dev/press
F = 74.10×, p < 0.0001), Native Rust harness latency (2.5 ms / 400.0 Hz), and pure CPU kernel gate latency (110 µs / 9,090.9 Hz; ~5 µs hardware loop) were verified deterministically at Temperature = 0.0. Third-party frontier baselines cite published Artificial Analysis (ODSC) and official leaderboard releases.