03 · homemade
Tokenization: How AI Reads Text
AI doesn't read words. It reads bricks of text called tokens.
8 slices · ~5m
1DollarContext
03 / homemade
How to Make AI at Home.
Every tile we've ever rolled out: zero to hero tutorials.
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03 · homemade
Embeddings: How AI Understands Meaning
Words as coordinates. The trick behind every AI that feels smart.
8 slices · ~7m
03 · homemade
Vector Databases: Semantic Search at Scale
From keyword matching to finding meaning. The database that understands context.
5 slices · ~5m
03 · homemade
Neural Networks: The Engine of AI
Digital neurons, layered deep. The engine behind every AI breakthrough.
7 slices · ~6m
03 · homemade
Attention Mechanism & Transformers
The architectural secret behind GPT, Claude, and Gemini.
5 slices · ~4m
03 · homemade
Weights & Biases: AI's Control Panel
70 billion dials. All tuned to perfection.
6 slices · ~5m
03 · homemade
Pre-Training vs. Fine-Tuning
Two phases. One brain. Here's how a model goes from clueless to expert.
7 slices · ~5m
03 · homemade
AI Alignment & RLHF
Why brilliant AI can still go terribly wrong. And how we fix it.
6 slices · ~5m