AX — 01
Entropy Axiom
H(X) = −Σ p(x) · log₂p(x)
Every system leaks truth through disorder. Entropy is not just math — it's the universe's confession. Measure it. Trust it.
I find truth in disorder. Security systems fail at the boundary of measurement — I live there. Building tools that make the invisible legible.
Every system leaks truth through disorder. Entropy is not just math — it's the universe's confession. Measure it. Trust it.
A process cannot hide its hunger. Watts don't lie. CPU cycles are testimony. The machine always confesses through power.
The UI is theater. The terminal is scripture. /dev/random is oracle. Strip the noise. The signal is already there.
Assume nothing. Measure everything. Doubt the measurement. Measure again. Truth lives in the delta between assumptions.
Production LLM security scanner. Detects prompt injection, jailbreaks, and adversarial inputs. Positioned against ZeroLeaks.ai with real-time scanning and ShieldBench leaderboard.
Entropy-based anomaly detector for system resources. Uses Shannon entropy on power signatures to surface hidden processes that evade conventional monitoring.
Production AI chatbot with Reflex framework, Claude API integration, SQLite persistence, and full auth system. Resolved complex import conflicts for clean deployment.
Black-screen overlay app for video watching. Floating lock button survives app switches. Deep Android system integration for real power management on battery.