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AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.

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Stanford. Princeton. A bioRxiv Paper. So Why Did Nobody Ask Where the Data Goes?
Scientific & BioAI Infrastructure
STEM_BIO_AI Audit Report

Stanford. Princeton. A bioRxiv Paper. So Why Did Nobody Ask Where the Data Goes?

BioClaw processes EHR data. Its primary showcase channel is WhatsApp. We audited the repository: 60/100, Tier 2 Caution. Here is what the bioRxiv paper says that the README does not.

Evidence-aware scientific systems#AI#AI Alignment#Biomedical#Bioinformatics#Mlops#Cognitive Science#AI Code#Data Orchestration#Agent#Code Review#Claim custody#AI Productivity#Contextengineering#Prompt Engineering
Your Bio Repo Could Get You Fined. Here Is Why We Check Every Single One.
Scientific & BioAI Infrastructure
STEM_BIO_AI Audit Report

Your Bio Repo Could Get You Fined. Here Is Why We Check Every Single One.

When a bio AI repository claims HIPAA compliance but the code says otherwise, the legal exposure falls on whoever deploys it. STEM-BIO-AI evaluated yorkeccak/bio — 322 stars, modern stack, one dangerous README line. Score: 48/100. T1 Quarantine. Full audit report with score matrix, regulatory traceability, and raw machine output.

Evidence-aware scientific systems#AI#AGI#Biomedical#Bioinformatics#Agent#AI Productivity#Architecture#Code Review
Beyond Repo Scanning: How AIRI Expanded the Risk Vocabulary in STEM BIO-AI 1.7.x
Scientific & BioAI Infrastructure
STEM-AI:Soverign Trust Evaluator for Medical AI Artifacts

Beyond Repo Scanning: How AIRI Expanded the Risk Vocabulary in STEM BIO-AI 1.7.x

How STEM BIO-AI uses the MIT AI Risk Repository as a governed local risk-vocabulary layer without replacing deterministic repository scanning

Evidence-aware scientific systems#AI#AGI#AI Alignment#AI Governance#Biomedical#Bioinformatics#Cognitive Science#Open Source#AI Research#Scientific Integrity#Prompt Engineering#Software Development#Github#AI Code#Architecture#Security#Data Orchestration#Agent