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AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Scientific & BioAI Infrastructure
I Audited 10 Open-Source Bio-AI Repos. Most Could Produce Outputs. Few Could Establish Trust.
I audited 10 visible repositories. Most could produce outputs. Very few could establish what those outputs meant.
Evidence-aware scientific systems#AI#AI Ethics#AI Alignment#AI Governance#Biomedical#Bioinformatics#Future of Work#LLM#Open Source#DevOps#Scientific Integrity#Prompt Engineering#Github#AI Code#Contextengineering#Architecture#Security#AI Research
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Scientific & BioAI Infrastructure
RExSyn Nexus-Bio
What an AI Reasoning Engine Built for Alzheimer's Metabolic Research: A Code Walkthrough
A code walkthrough of an AI reasoning engine for Alzheimer’s metabolic research, showing how literature ingestion, causal inference, and executable biomarker scaffolds generate falsifiable pre-validation hypotheses.
Evidence-aware scientific systems#AI#AI Governance#Biomedical#AI Alignment#Bioinformatics#Mlops#Future of Work#AI Code#Architecture#Scientific Integrity#AI Research
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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