Stefan Trauth

ZEUS X-Trust X3 Shield

October 2026 This preprint reports ZEUS X-Trust X3 “Shield”: the X1 live-state authentication primitive applied to AI agents. Every security layer built for agents so far protects the environment from the agent and answers what an agent may do. X3 protects the agent from its envi...

X-Crypt: Amplitude-Based Encryption Derived from ZEUS (Zero-Entropy Unified Substrate), an Emergent Information-Geometric Substrate

This record contains the preprint X-Crypt: Amplitude-Based Encryption Derived from ZEUS (Zero-Entropy Unified Substrate), an Emergent Information-Geometric Substrate and its Appendix A, the public test passage. The preprint reports foundation measurements on the live state of an...

Information-Geometric Trajectory Routing

Large language model inference is usually optimized from the model inward: runtime systems predict future experts from hidden states, router scores, token statistics, or local activation correlations, while dynamic-depth methods decide which model layers can be skipped for the cu...

ZEUS X-Trust X1 Expanded Validation of Live-State Authentication

ZEUS X-Trust X1 — Expanded Validation of Live-State Authentication This record presents the new preprint: “ZEUS X-Trust X1 Expanded Validation of Live-State Authentication: More than 60 Million Measured Iterations, more than 450,000 Attack Attempts — over 150 GB of Raw Measuremen...

ZEUS X-Trust X1 Expanded Validation of Live-State Authentication

ZEUS X-Trust X1 — Expanded Validation of Live-State Authentication This record presents the new preprint: “ZEUS X-Trust X1 Expanded Validation of Live-State Authentication: More than 60 Million Measured Iterations, more than 450,000 Attack Attempts — over 150 GB of Raw Measuremen...