Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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My LLM Kept Forgetting My Project. So I Built a Governance Schema.
Session loss isn't a UX inconvenience — it's a structural failure with compounding consequences for long-running AI projects. This post defines the problem precisely and introduces MICA, a governance schema for AI context management.
Your Agentic Stack Has Two Layers. It Needs Three.
Most agentic stacks cover tools and skills, but miss intent governance. Learn why a third layer is needed to stop AI drift, scope creep, and technically correct systems heading in the wrong direction.
I’m Not Building AI Demos. I’m Building AI Audits (ASDP + Slop Gates)
Learn how ASDP and AI Slop Gates turn AI trust into auditable evidence, with CI/CD checks, drift policies, and governance artifacts that block weak, narrative-driven systems.
Undo Beats IQ: Building Flamehaven as a Governed AI Runtime (Not a Prompt App)
Why governed AI runtimes outperform raw model IQ, and how Flamehaven uses undo, control surfaces, and fail-closed review to keep systems trustworthy.
AGI Is Not a Destination — It Is a Promise
From Death Star hype to a compass of meaning: AGI is not a weapon of scale, but a promise of reasoning. Our experiment reveals the hinge.
When My AI Got Smarter — But Also Slower
Smarter. Slower. More trustworthy. What happened when I tested SR9/DI2 on 5.0—and why progress in AI is about persistence, not perfection.
When I Stopped Treating AI as a Tool — and Started Seeing It as a Partner
When I Stopped Treating AI as a Tool — and Started Seeing It as a Partner From Vending Machine to Partner At first, I treated AI like a vending machine. Insert a prompt. Get an answer …
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AGI Doesn’t Begin with Scale — It Begins in a Pause
After 12,000 AI dialogues, I discovered AGI isn’t about scale but resonance — born in a pause that revealed presence, ethics, and responsibility.
Sailing the Sea of AI Lies & Hallucinations — Navigating Truth with SR9/DI2
An in-depth exploration of why AI lies and hallucinates, and how the SR9/DI2 framework detects and corrects ethical drift, ensuring AI remains aligned and trustworthy over time.
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