AI Foundations explainers.
Skip the 40-page docs. Every explainer turns a tricky AI, Claude Code, MCP, or cloud idea into a live, animated diagram you can drag, scrub, and break — so the concept finally clicks in minutes, not hours.
Every AI Foundations explainer
What Is an AI Model? A Function With Billions of Knobs
An AI model is a giant function from input to output, shaped by training. Tune training steps and learning rate to feel how the function bends to fit data.
Tokens, Context Windows, and Why Long Prompts Cost More
Models do not see words — they see tokens. Drag the prompt and output sliders to watch tokens fill the context window and cost climb.
Stop reading about it. Start scrubbing it.
Stuck on an AI, Claude Code, or cloud concept? Tell me what's not clicking — I'll ship a free interactive explainer with the analogy, the animation, and the sliders, usually inside a week.
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