Flamehaven LogoFlamehaven.space

Writing Hub

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

Current ViewScientific & BioAI InfrastructureSearch: AI Productivity
We Built AI Verification Infrastructure. Then It Found Our Blind Spots.
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
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