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Axiom-LRM under development
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Axiom-LRM under development

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Zierax/README.md

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High-Frequency Logic (SOTA Status)

Core engines optimized for sub-milleseconds inference and deterministic behavior.

Project Objective Performance Metric Technical Proof
Axiom-Math Hallucination-free mathematical reasoning via formal logic invariants SOTA (NP vs co-NP Frontier) Benchmarks
Axiom-Qsecurity Quantum-Kernel SVM Evolution For Planck-99 100% Recall (Unseen) v1 Benchmarks
Planck-99 Linux Kernel Malware Audit 30-73ns Latency, 96% accuracy (Unseen) Benchmarks
Axiom-Astrophysics Cosmic Signal Deconvolution 84% Recall/FPR 0.0006% Audit Report / Sourcecode
Axiom-WAF Deterministic Web firewall Defense 99.33% Accuracy (Unseen) Benchmarks
Axiom-Vesuvius Herculaneum Papyrus Recovery 91.83% F1-Score (Math/Physics-Driven) Benchmarks
SYRTH Static Vulnerability Analysis 4.1K records/s 99% Accuracy Full Report
Axiom-Sigint Interstellar Signal Intelligence System New physics Found [ACCESS_RESTRICTED]
Axiom-Zspace Large-scale signal deconvolution TESS-based. Milestone: v2: 3-new-exoplanet-candidates/10-min. Benchmarks
Axiom-02 Advanced affective emotional responsage (Evolution of Phonosemantics) Advanced Emotional Statues simulated Benchmarks
Axiom-Dinosaur Reconstructing prehistoric biological structures Deterministic Morphological Mapping Benchmarks/Paint

NEXT: The Axiom Expansion (AGI Frontier)

R&D Phase: Shifting AI from probabilistic "next-word" guessing to pure Logical Inference.

Caution

Deterministic AGI (In-Development): Scaling the Axiom-LRM to eliminate the "Possibility" factor. Intelligence is a law, not a dice roll.

  • Axiom-LRM (Large Reasoning Model): Shifting AI from statistical guessing to Pure Logical Inference. AGI??
  • Ecdysis: An Adversarial Ecosystem designed to outpace and deceive ML-based EDRs through Deterministic Mimicry. Status: StressTests
  • Axiom-02-World: Real-time 1000-agent simulation of global headline impact based on Axiom-02. Status: StressTests
  • Axiom-Ice: A Logic-based generative engine that replaces byte-storage with law-based representation. Status: StressTests
  • Corex (Axiom-Kernel): A Secure-by-Design micro-kernel built on the intersection of logical and physical laws. Status: Alpha
  • Axiom-Bio: Protein folding and genomic sequence deconvolution. Targeted at Zero-Hallucination protein synthesis. Status: Alpha.
  • Axiom-Chess: Deterministic game-tree expansion and tactical invariant mapping. Status: Alpha.
  • Axiom-Go: Scaling Truthimatics to high-complexity combinatorial state spaces. Status: Alpha.

Research | The Science Behind Axiom

While others study the "Box," I dismantled it. My research spans the intersection of formal logic, cognitive musicology, and human-AI neuro-interaction.

Framework Status Domain Impact
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.

Peer Review Status:

  • Scientific Reports (Nature Portfolio): PTRR v4.0 currently under review by 9 experts.

GitHub Trophies

Ziad Salah | Stats Ziad Salah | Top Languages


Available for technical partnership or custom engine development (SOTA performance guaranteed). Contact: zs.01117875692@gmail.com

Pinned Loading

  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

    70 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