Definition
Tokenomics
The unit economics of AI usage, measuring cost per token against productivity produced.
From the episode “Tokenomics Will Wreck Your Margins: The AI Model Routing Workflow That Cuts Spend”How founders on the podcast use it
The unit economics of AI usage. What each task costs in tokens and whether the output justifies the spend.
Tokens Go to Zero, Energy Goes to Zero: What Do You Build When Intelligence Is Free?Hear it on the podcast2 episodes
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Related terms in AI Fundamentals
TokenThe unit models read and write. You pay per token, which is why volume tasks add up.Token maxerAn AI maximalist. In a panel context, five of them in a row makes for a boring hour.Token spendThe compute cost of running large AI models, which Tal cut by building his own model.TokenizationBreaking text into small units called tokens, such as words, word pieces, or characters, that a language model can process.TraceabilityThe ability to follow an AI decision back to the data and logic behind it.Traditional AIEarlier AI built on explicitly programmed rules, logic, and human-written knowledge rather than learning from data.Training dataThe examples, like text, images, or audio, used to teach a machine learning model how to do its task.Transfer learningReusing a model trained on one task as the starting point for a related task, which saves data and time.