AIEngineering - LEARNCSDESIGN

“Context is not just memory. It is the entire universe the model can see. Everything outside the window does not

Day 9: LLM Inference Fundamentals — Temperature, Top-P, and Sampling

“The difference between a poet and a fact-checker isn’t intelligence — it’s entropy. Temperature is how you dial between the

“The most powerful AI model is the one you fully control — running on your own hardware, your own network,

“A craftsman is only as good as their tools — and their discipline in maintaining them. Your development environment is

“The open-source AI ecosystem of 2026 is what Linux was to enterprise software in 2005 — initially dismissed as inferior,

“Model selection is an engineering decision, not a fan club allegiance. The best AI engineers are model-agnostic — they know