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Zierax/README.md

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Shifting AI from Probabilistic Guessing to Pure Logical Inference.

"If you possess the core logic of the universe, any traditional code is just a wrapper."


High-Frequency Logic & Enterprise Engines

Core engines optimized for sub-millisecond inference. Zero hallucinations, 100% mathematical auditability.

System Objective Performance Metric Audit
Planck-99 Linux Kernel Malware Audit 30-73ns Latency, 96% Acc Benchmarks
Axiom-WAF Deterministic Web Firewall 99.5% Accuracy (331K Samples) Benchmarks
SYRTH Static Vulnerability Analysis 4.1K records/s, 99% Acc Report
Axiom-Recruit White-Box Hiring Audit Engine Fully Traceable Logic Trail Source
Axiom-Qsecurity Quantum-Kernel SVM 100% Recall (Unseen Data) Benchmarks

Applied Scientific & Cognitive R&D

Deterministic physical models for high-fidelity discovery and complex agent simulation.

Project Domain Milestone Documentation
Axiom-Vesuvius Papyrus Recovery F1 > 94% / Precision > 98.5% Benchmarks
Axiom-Zspace TESS Signal Deconvolution 2,886 Exoplanet Candidates Audit
Axiom-02-World 1000-Agent Simulation Real-time Decision Sequencing Live Engine
Axiom-02 Affective Simulation Advanced Emotional Mapping Benchmarks
Axiom-Dinosaur Morphological Mapping White-Box Biology Results
Axiom-Math Logic Invariants SOTA on NP vs co-NP Frontier Benchmarks

The Axiom Expansion (AGI Frontier)

Long-Term R&D Phase: Intelligence is a mathematical law, not a statistical dice roll.

  • Axiom-LRM: Large Reasoning Model architecture.
  • Corex: Secure-by-Design deterministic micro-kernel. (Alpha)
  • Ecdysis: Adversarial ecosystem for deterministic mimicry. (Stress Tests)
  • Axiom-Bio/Turbulence/Crypt: High-fidelity logical engines. (Alpha)

Framework Status Domain Impact
PTRR v5.0 Nature Journal Peer Review Metacognitive AI Audit Shifting finding profiles from Low to Critical-Dominant.
PTRR Framework IEEE AIITA 2026 Accepted Metacognitive AI Audit Shifting finding profiles from Low to Critical-Dominant.
DVF Framework Neurology Research Invited Creativite Arts Perception in AI era Redefining AI-Vitality via Structural Activation Potential.
Truthimatics Theory Deterministic Logic Proprietary Deterministic Logic Framework.
Axiom-Logic Production Phase Deterministic Reasoning Blackbox Elimination. Pure logical inference.

Axiom Verification Protocol

I don’t expect you to trust "black-box" confidence scores.

  • The Proof: Every core model generates a json proof file as an audit trail. This is a mathematical map of the logic path, allowing for 100% verification of the decision.
  • The Playground: [Coming Soon] Test the engine yourself. Upload your data to the [Axiom-Playground] and download the live mathematical audit trail.
  • Open Source: Explore the core logic and kernel implementations at my organization @Zierax.

[ Open for B2B Integration & Institutional R&D Partnerships ]
Initiate Technical Validation Call

Ziad Salah | Stats

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  1. Grafana-Final-Scanner Grafana-Final-Scanner Public

    Grafana scanner with all public CVEs that I collected in one script to make grafana testing easier

    Python 78 12

  2. My-Recon-Methology My-Recon-Methology Public

    71 22

  3. TinyML-Malware-Detector_-Planck-99- TinyML-Malware-Detector_-Planck-99- Public

    Benchmark

    1

  4. GoogleDorker GoogleDorker Public

    Google Dork Finder is a Python tool designed to facilitate the use of Google Dorking for searching specific information on the web.

    Python 30 5

  5. G-dorks G-dorks Public

    Just "Harmless" Google dorks for bug hunters

    HTML 23 4

  6. Axiom-Qsecurity Axiom-Qsecurity Public

    Better than your malware detector - No chaos, no errors, no FP in Quantum truthimatics

    1