Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Current ViewScientific & BioAI InfrastructureSearch: Programming
Scientific & BioAI Infrastructure
Bridging the Gap: From AI Slop to Mathematical Governance
A mathematical framework for detecting AI-generated code slop using AST distributions, Jensen-Shannon divergence, and geometric governance gates.
Evidence-aware scientific systems#AI#AGI#AI Ethics#AI Alignment#AI Governance#Deep Learning#Machine Learning#AI Research#Scientific Integrity#Prompt Engineering#Programming#Software Development#AI Code#Contextengineering#Architecture#Data Orchestration
Scientific & BioAI Infrastructure
My Code Fixed Itself at 11PM
A “Quantum Engine” is a dramatic name. Here’s the un-dramatic story.
Evidence-aware scientific systems#AI#AI Governance#Future of Work#Deep Learning#Machine Learning#Cognitive Science#SR9/DI2#Scientific Integrity#Programming#Prompt Engineering#Software Development#Product Management
Scientific & BioAI Infrastructure
⌨️She Said I Broke the Speed of Light. So I Turned It Into Math.
"You broke the speed of light." Instead of fighting the cosmic war, I built the Composite Reliability Index (CRI). It's the engineer's math model for filtering online noise, saving your sanity, and reclaiming your afternoons.
Evidence-aware scientific systems#AI#AI Ethics#Programming#Prompt Engineering#Product Management#Software Development#Cognitive Science#Deep Learning#Machine Learning
Scientific & BioAI Infrastructure
The Paper That Runs Itself: Why AI-Era Research Must Be Code-Native
Literate Programming, DevOps for Research, Research Infrastructure, Continuous Integration, AI Transparency, Scientific Publishing, arXiv Culture
Evidence-aware scientific systems#AI Research#Scientific Integrity