Writing Hub
AI governance essays, reasoning systems notes, experiment logs, and technical writing across BioAI and engineering practice.
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Current ViewReasoning / Verification EnginesSearch: LLM
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
Can an AI Model Feel Meaning? — A Journey Through Self-Attention
Can an AI model truly grasp meaning? This in-depth essay explores the evolution of Large Language Models, the power of self-attention, and the emerging signs of machine intentionality — asking not just how AI works, but what it might be becoming.
Inference quality, validation, and proof surfaces#AI#LLM#Machine Learning#Cognitive Science#AI Alignment