The Memory Illusion: AI Persistence Isn't Intelligence
AI memory systems solve storage, not memory. Retrieval precision and relevance judgment are both unsolved — and wrong context actively degrades quality.
10 min read
Llm
Insights on llm from two decades of experience in tech, AI, and scalable systems
AI · LLM · essay
AI Will Help You Drift With Confidence
The most expensive thing you can do with AI is hand it the wrong problem. It will not tell you. It will help you drift with confidence — and without domain knowledge, you will not notice until it is too late.
9 min read
AI · LLM · essay
You Can't Prompt Your Way Out of Ignorance
Training data is the internet's average, hallucinations baked in. Domain knowledge is the grounding layer that makes AI useful rather than confidently wrong.
8 min read
LLM · AI · machine learning · NLP
LLMs Are Not Intelligent—And That's Okay
LLMs are powerful but don’t 'think'—they recognize patterns. This post explores what they are, how they work, and why understanding their limits is crucial.
10 min read