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

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How Failing in 2 Hours Saved 8 Months of Drug R&D: Engineering a "Truthful Null" with Upadacitinib
Scientific & BioAI Infrastructure
RExSyn Nexus-Bio

How Failing in 2 Hours Saved 8 Months of Drug R&D: Engineering a "Truthful Null" with Upadacitinib

A bioinformatics case study on Upadacitinib showing how SR9 stability scoring and drift analysis exposed lipid carrier incompatibility early, saving months of drug delivery R&D

Evidence-aware scientific systems#AI#AI Ethics#AI Governance#Biomedical#Mlops#AI Code#Architecture#Bioinformatics
RExSyn Nexus 0.6.1 - Stop Hallucinating Proteins: How We Built a 7D Reasoning Engine with AlphaFold3
Scientific & BioAI Infrastructure
RExSyn Nexus-Bio

RExSyn Nexus 0.6.1 - Stop Hallucinating Proteins: How We Built a 7D Reasoning Engine with AlphaFold3

RExSyn Nexus 0.6.1 adds Structure as a 7th reasoning dimension, using AlphaFold3 confidence signals to reject biologically plausible but physically impossible protein hypotheses with deterministic, auditable validation.

Evidence-aware scientific systems#Architecture#AI Ethics#AI Alignment#AI Governance#Biomedical#Bioinformatics
My Code Fixed Itself at 11PM
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
⌨️She Said I Broke the Speed of Light. So I Turned It Into Math.
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
The Paper That Runs Itself: Why AI-Era Research Must Be Code-Native
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
My First Attempt at a Medical AI with ELI5
Scientific & BioAI Infrastructure

My First Attempt at a Medical AI with ELI5

How I built my first medical AI prototype without med school or credentials—using GitHub, arXiv, and one magic spell: ELI5.

Evidence-aware scientific systems#AI#AI Ethics#AI Governance#Biomedical
AI Answered My Medical Ethics Questions — Then a QR Code Changed Its Tone
Scientific & BioAI Infrastructure

AI Answered My Medical Ethics Questions — Then a QR Code Changed Its Tone

What happened when I asked AI medical ethics questions — then showed it a QR code? Same answers, new rhythm. A story of symbols, dignity, and voice.

Evidence-aware scientific systems#AI Ethics#Biomedical#Flame Glyph

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