Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Current ViewAI Governance SystemsSearch: Open Source
AI Governance Systems
AI-SLOP-DETECTOR
AI-SLOP-DETECTOR v3.8.1: When Code Generation Gets Cheap, Structural Trust Gets Expensive
SEO Description:AI-SLOP-DETECTOR v3.8.1 moves beyond AI code detection toward governed cleanup, safer scoring, cleanup confidence planning, manifest-aware dependency hygiene, layered architecture review, and fail-closed governance for AI-assisted software development.
Control, auditability, and safe boundaries#AI#AGI#AI Alignment#AI Governance#Open Source#DevOps#Scientific Integrity#Architecture#Data Orchestration#Code Review#AI Productivity#Reproducibility
AI Governance Systems
STEM-AI:Soverign Trust Evaluator for Medical AI Artifacts
When Control Becomes Authority: Calibration Governance in STEM BIO-AI 1.7.x
Why STEM BIO-AI treats calibration as governed policy instead of a free-form score-tuning console for bio and medical AI repository audits.
Control, auditability, and safe boundaries#Bioinformatics#Biomedical#AI#AGI#AI Alignment#AI Governance#AI Hallucination#Cognitive Science#Open Source#AI Research#AI Code#Architecture#Data Orchestration#Agent
AI Governance Systems
STEM-AI:Soverign Trust Evaluator for Medical AI Artifacts
After Auditing 10 Bio-AI Repositories, I Think We're Scaling the Wrong Layer
After auditing 10 open-source Bio-AI repositories, one pattern stood out: the field is scaling packaging faster than verification. Here is what that gap actually costs.
Control, auditability, and safe boundaries#AI#AGI#AI Ethics#AI Governance#Mlops#Cognitive Science#Open Source#DevOps#AI Code#Architecture#Github#Software Development