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32 pieces of writing

Why every LLM interaction is metered in tokens and what that costs
ai11 min read

Why every LLM interaction is metered in tokens and what that costs

Every LLM interaction is metered in tokens - fragments of words that map directly to GPU cycles and electricity bills. A look at what tokens actually are and why they cost what they do.

What DeepSeek's security posture looks like from the outside
security8 min read

What DeepSeek's security posture looks like from the outside