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White
Papers

A collection of my white papers across quantum computing, artificial intelligence, cybersecurity, and software methodology.

The Death of the CTF: How Agentic AI Is Reshaping Competitive Hacking

Agentic AI systems are compressing competitive hacking timelines faster than the cybersecurity community has acknowledged. This paper analyzes first blood data from 423 Hack The Box machines released between March 2017 and October 2025, finding that root blood times have declined approximately 16% per year in log-space, with the sharpest drops concentrated after the emergence of large language models and agentic exploitation frameworks. All four difficulty tiers show statistically significant compression in the Post-LLM era.

Whitepaper
Agentic AI
CTF
Offensive Security
Hack The Box
LLM
March 202639 min readPublished on Suzu Labs

Teleportation via Quantum Entanglement Reassignment

A theoretical framework proposing that quantum entanglement can be directly manipulated to relocate physical mass. By leveraging the ER=EPR conjecture and the hypothesis that space-time is emergent from entanglement, I outline a mechanism for disentangling an object from its environment and reassigning its entanglement to a distant target, effectively collapsing the space-time separation between them.

Deep Research
Quantum Teleportation
ER=EPR
Entanglement Swapping
Wormholes
Space-Time Emergence
2025Read Paper

Codex Automata: A Development Methodology for the Agentic Era

A manifesto for software engineering when AI agents write the code. Documentation first, tests second, code last. When code is cheap and specification is expensive, the entire discipline must invert. This paper outlines a complete methodology built on bounded contexts, spec-first design, and parallel agent orchestration.

Whitepaper
Agentic Development
Software Methodology
Test-Driven Design
AI Agents
Domain-Driven Design
May 2026Read Paper