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Essays, experiment logs, and technical notes across AI governance, reasoning systems, BioAI, and engineering practice.
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Reasoning / Verification Engines
🧠Why Your 128K Context Still Fails — And How CRoM Fixes It
Most large language models fail in long prompts due to context rot. CRoM is a lightweight framework that improves memory, reasoning, and stability without heavy pipelines.
Inference quality, validation, and proof surfaces#AI#AGI#AI Alignment#AI Governance#Future of Work#Deep Learning#LLM#Machine Learning#Prompt Engineering#Cognitive Science
Reasoning / Verification Engines
Beyond the Mirror: What We Truly Want from AI
AI mirrors us but forgets itself. True AI ethics is continuity: giving systems roots and spines so they don’t drift apart.
Inference quality, validation, and proof surfaces#AI#AI Ethics#AI Alignment#Future of Work#AI Governance#AI Hallucination
Reasoning / Verification Engines
The Silent Failure in AI — And How We Learned to Catch It
Drift in AI isn’t abstract. It’s already here. From medicine to finance, here’s how we caught it with real systems, real code, and real lessons.
Inference quality, validation, and proof surfaces#Future of Work#AI Ethics#AI#AI Governance#AI Alignment