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Articles on AI workflows, MCP patterns, and what we have learned building Synapse.

The Wall Between You and the Model: Tokens, Encoders, and Embeddings

GPT-4 can't count letters. Here's why — and how embeddings give token IDs the meaning the tokenizer strips away.

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