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AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Current ViewScientific & BioAI InfrastructureSearch: Computational mathematics
Scientific & BioAI Infrastructure
We Built AI Verification Infrastructure. Then It Found Our Blind Spots.
A technical account of the Flamehaven Verification Ledger — what it found, where it failed, and what we need the field to tell us
Evidence-aware scientific systems#AI#AGI#AI Ethics#AI Alignment#AI Governance#Biomedical#Bioinformatics#Mlops#Deep Learning#Machine Learning#SR9/DI2#Cognitive Science#Open Source#Developer Tools#DevOps#AI Research#Scientific Integrity#Software Development#Data Orchestration#Code Review#AI Productivity#Numerical verification#Computational mathematics#Executable artifacts#AI-assisted mathematics#Claim custody
Scientific & BioAI Infrastructure
Equation to Artifact
Making Equation (2.2) of the OpenAI Erdős Result Executable
Executable reproduction of equation (2.2) from OpenAI’s Erdős unit-distance result, showing how high-precision Python turns a fragile numerical claim into reproducible claim custody.
Evidence-aware scientific systems#Reproducibility#Open Source#Computational mathematics#Executable artifacts#AI-assisted mathematics#Claim custody#Numerical verification