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RExSyn - Bio Series' Articles

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

#bioinformatics #alphafold #architecture #cleanarchitecture
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7 min read
How Failing in 2 Hours Saved 8 Months of Drug R&D: Engineering a "Truthful Null" with Upadacitinib
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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
I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."
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I Integrated AlphaFolder3 & AlphaGenome. It Looked Perfect. Then It Failed the "Honesty Test."

#machinelearning #drugdiscovery #bioinformatics #failure
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6 min read
Orchestrating AlphaFold 3 & 2 with Python: Handling AI Hallucinations using Adapter Pattern
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Orchestrating AlphaFold 3 & 2 with Python: Handling AI Hallucinations using Adapter Pattern

#bioinformatics #computationalbiology #systemdesign #proteinstructure
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6 min read
Trinity Protocol Part 2: When Adding Chai-1 and Boltz-2 Exposed Hidden Model Disagreement
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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
From 97% Model Accuracy to 74% Clinical Reliability: Building RSN-NNSL-GATE-001
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From 97% Model Accuracy to 74% Clinical Reliability: Building RSN-NNSL-GATE-001

#healthcareai #patientsafety #clinicalgovernance #aivalidation
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7 min read
Chaos Engineering for AI: Validating a Fail-Closed Pipeline with Fake Data and Math
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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
From Fail-Closed Blocking to Reproducible PASS/BLOCK Separation (EXP-032B)
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From Fail-Closed Blocking to Reproducible PASS/BLOCK Separation (EXP-032B)

#aigovernance #bioinformatics #modelvalidation #systemarchitecture
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13 min read
What an AI Reasoning Engine Built for Alzheimer's Metabolic Research: A Code Walkthrough
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What an AI Reasoning Engine Built for Alzheimer's Metabolic Research: A Code Walkthrough

#bioai #alzheimers #computationalbiology #machinelearning
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6 min read