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When an AI Pipeline Passes — But One Path Still Must Be Held: EXP-034
flamehaven01 profile

When an AI Pipeline Passes — But One Path Still Must Be Held: EXP-034

#bioinformatics #reproducibility #governance #ai
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7 min read
How Auditing 10 Bio-AI Repositories Shaped STEM-AI
flamehaven01 profile

How Auditing 10 Bio-AI Repositories Shaped STEM-AI

#medicalai #aigovernance #bioinformatics #healthtech
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8 min read
Medical AI Repositories Need More Than Benchmarks. We Built STEM-AI to Audit Trust
flamehaven01 profile

Medical AI Repositories Need More Than Benchmarks. We Built STEM-AI to Audit Trust

#bioinformatics #medicalai #aigovernance #healthtech
1
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9 min read
Seeking Feedback on Rust Plotting Library Kuva to Meet Bioinformatics Needs and Improve Functionality
serbyte profile

Seeking Feedback on Rust Plotting Library Kuva to Meet Bioinformatics Needs and Improve Functionality

#rust #bioinformatics #visualization #svg
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9 min read
From Fail-Closed Blocking to Reproducible PASS/BLOCK Separation (EXP-032B)
flamehaven01 profile

From Fail-Closed Blocking to Reproducible PASS/BLOCK Separation (EXP-032B)

#aigovernance #bioinformatics #modelvalidation #systemarchitecture
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13 min read
Chaos Engineering for AI: Validating a Fail-Closed Pipeline with Fake Data and Math
flamehaven01 profile

Chaos Engineering for AI: Validating a Fail-Closed Pipeline with Fake Data and Math

#aigovernance #systemarchitecture #bioinformatics #modelvalidation
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4 min read
Trinity Protocol Part 2: When Adding Chai-1 and Boltz-2 Exposed Hidden Model Disagreement
flamehaven01 profile

Trinity Protocol Part 2: When Adding Chai-1 and Boltz-2 Exposed Hidden Model Disagreement

#computationalbiology #machinelearning #bioinformatics #python
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10 min read
Orchestrating AlphaFold 3 & 2 with Python: Handling AI Hallucinations using Adapter Pattern
flamehaven01 profile

Orchestrating AlphaFold 3 & 2 with Python: Handling AI Hallucinations using Adapter Pattern

#bioinformatics #computationalbiology #systemdesign #proteinstructure
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6 min read
I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."
flamehaven01 profile

I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

#machinelearning #drugdiscovery #bioinformatics #failure
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6 min read
How Failing in 2 Hours Saved 8 Months of Drug R&D: Engineering a "Truthful Null" with Upadacitinib
flamehaven01 profile

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

#truthfulnull #drugdelivery #failfast #bioinformatics
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6 min read
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