Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
Project Topics
Current ViewAI Governance SystemsSearch: Data Orchestration
AI Governance Systems
STEM-AI:Soverign Trust Evaluator for Medical AI Artifacts
How Auditing 10 Bio-AI Repositories Shaped STEM-AI
After auditing 10 open-source Bio-AI repositories, we found blind spots in STEM-AI and expanded it from text-only review to code-aware trust evaluation.
Control, auditability, and safe boundaries#AI#AI Governance#AI Hallucination#Biomedical#Bioinformatics#Mlops#Data Orchestration#Architecture
.webp?table=block&id=3376f403-d16e-80b8-9876-e4e204666aa8&cache=v2)
AI Governance Systems
AGI Doesn’t Begin with Scale — It Begins in a Pause
After 12,000 AI dialogues, I discovered AGI isn’t about scale but resonance — born in a pause that revealed presence, ethics, and responsibility.
Control, auditability, and safe boundaries#AI#AI Governance#AGI#Deep Learning#Machine Learning#SR9/DI2#Data Orchestration#Architecture
AI Governance Systems
Sailing the Sea of AI Lies & Hallucinations — Navigating Truth with SR9/DI2
An in-depth exploration of why AI lies and hallucinates, and how the SR9/DI2 framework detects and corrects ethical drift, ensuring AI remains aligned and trustworthy over time.
Control, auditability, and safe boundaries#AI#AGI#AI Alignment#SR9/DI2#Machine Learning#Deep Learning#Contextengineering#AI Code#Architecture#Data Orchestration