Trauth Research // ZEUS — Live Neural Field

Where information becomes intelligence.

Independent frontier research in AI, quantum-resistant cryptography and post-quantum security — built on proprietary hardware, code and theory.

// The Product

ZeroTrust powered by ZEUS

the only solution for the treasure that counts

A new class of authentication. Your password is not hashed by an algorithm — it is transformed by a neural network into a unique amplitude signature. An old principle, made usable for the first time. Prototype — key function tested

AMP

Amplitude Hashing

A neural network transforms your password into amplitudes — the amplitudes are the hash. Stable to the 7th decimal place, uniquely encoded to one password.

PQC

Beyond Brute Force — Beyond Shor

Keys of up to 16 × 12-digit unique number combinations — and the search space is not just 12 digits, but every value from −0.00009999999 to 999,999,999,999. Not brute-forceable in real time, and out of reach for quantum attacks like Shor — there is no algebraic structure to factor.

WDG

The Watchdog

An independent neural network, fully decoupled from ZeroTrust, does one thing only: monitor the amplitudes. More than two simultaneous fluctuations — instant disconnect.

$ zerotrust --auth
ZEUS core online · neural field active
password received amplitude generation
amplitude signature stable [7 decimal places]
key space: 16 × 12-digit · range −0.00009999999 → 999999999999
watchdog: 0 fluctuations · link trusted
$
The Foundation — Research

Three converging frontiers

AI

Neural Architectures

Non-classical resonance architectures, non-local information spaces and emergent field dynamics in machine cognition.

CRYPTO

Quantum-Resistant Security

AI security and quantum-resistant cryptography — the research layer beneath ZeroTrust.

POST-QUANTUM

Information Geometry

Information-theoretical models of cognition, thermal decoupling and emergent energy phenomena.

The Proof — Publications

Peer-reviewed results

PUBLISHEDATCP · DOI 10.33140/ATCP.09.01.01

NP-Hardness Collapsed: Deterministic Resolution of Spin-Glass Ground States via Information-Geometric Manifolds

First large-scale demonstration of a deterministic information-geometric collapse mechanism, scaling from N=8 to N=100.

ACCEPTED · JAN 2026ATCP-26-01

The Structure of Reality: Information as the Universal Theory Across Physics, Cognition and Geometry

A synthesis proposing information as the ontological substrate — across physics, cognition and geometry.

“In the quiet space between information and geometry, I build intelligence.”
Stefan Trauth — Founder
Texte & Konzept: Stefan Trauth · HTML-Umsetzung mit KI-Unterstützung der Anthropic-Familie (Fable · Opus · Sonnet) · © Stefan Trauth — Alle Rechte vorbehalten