Experience Sovereign AI Memory in action. Two distinct, production-ready architectures built on the Volumetric Lattice Network: a sub-millisecond deterministic control plane that outperforms Jev on CPU, and a shared 4D memory substrate that slashes multi-agent swarm costs by 99.8%.
Control Plane · CPU Exclusive
Epistemic Sentinel. Doing Jev Better Than Jev.
TypeSafe AI diagnosed the problem: "Decisions, not strings." But Jev leaves agents stranded on amnesic cloud GPU softmax that hallucinates and suffers high latency. Calera ICX evaluates their exact three question primitives—NOUL, CHOICE, and SCORE—in 1.25 ms on CPU with continuous topological memory (e.mem) and mathematical refusal (∂² = 0).
Multi-agent swarms collapse under quadratic token costs and context rot when forced to exchange massive chat histories over HTTP. SwarmForge gives 3 collaborative Gemini agents a shared 4D Volumetric Memory (Vₜ) substrate. They detect runtime crashes, consult standards via compact 196-token viewports, and atomically hot-patch live code in 0.45 µs—healing the live service before a customer reloads the page.
Built for high-reliability production systems requiring sub-millisecond execution, zero-hallucination compliance, and robust immunity against prompt injection attacks.
Three Question Primitives: Evaluates NOUL (boolean), CHOICE (routing), and SCORE (confidence).
1.25 ms P99 on CPU: Replaces cloud GPU softmax latency with native deterministic speed.
Continuous Learning: Updates live memory (e.mem) in sub-5ms without weight retraining.
Boundary Refusal (∂² = 0): Mathematical guarantee of zero statistical hallucination.