
4 March 2026 Field Guard v2.0: 187 Lines of Code. 13 Harnesses. Zero Certificate Violations. A contraction-based stability layer — built in Finland, designed for the EU AI Act — now empirically validated across adversarial, multi-agent, and emotional-turbulence conditions. Five of the thirteen harnesses used raw Field Guard with zero LLM self-assessment. The results…

A technical overview and invitation for Finnish partners REAL E3 Systems Oy — James Foster Across AI research and industry, there’s growing recognition that large-scale systems need more than performance — they need stability. Predictable behavior. Known boundaries. Transparent mechanics. Something you can actually inspect, validate, and trust. Field Guard began as a minimal…

Date: 01/03/2026 Field Guard WP-FG-002 — Fully Analytic AI Stability Certificate Released Focus Keyword: AI stability certificate Meta Description: REAL E3 Systems Oy releases WP-FG-002 — a fully analytic, closed-form stability certificate for Field Guard. Every claim proven analytically. Independently reviewed. Production-ready for AI agents and cyber-physical systems. REAL E3 Systems Oy announces the…

Deterministic Control-Layer Governance for Real‑Time 6D State Systems Author: James FosterIndependent ResearchDate: 2026 Abstract This paper presents Field Guard v1.6‑B, a deterministic control-layer governance mechanism designed to enforce bounded state constraints in a six-dimensional real-time control system (REAL‑E3). Unlike post-hoc filtering or probabilistic moderation approaches, Field Guard operates directly at the control-vector layer, guaranteeing: All results reported…

REAL‑E3 Systems Oy has validated Field Guard v1.1 at a 10,000‑agent scale, demonstrating stable, predictable multi‑agent behavior on consumer hardware and positioning Finland as a leader in safe, mathematically governed AI.