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AI Agents

Tokenized Memory: Can AI Memory Become an Asset Class?

'Tokenizing AI memory' conflates three things. A tokenomics look at memory as an asset — copyability, valuation, privacy — and whether it needs its own token.

Units of Work in AI and Crypto: From Bitcoin PoW to Salesforce AWU

Five ways industries measure work — Bitcoin Proof of Work, Ethereum gas, training FLOPs, LLM tokens, and Salesforce AWU. Where each metric breaks, how they line up on a dollar scale, and why the intersection of AI and crypto is the most interesting place in the spectrum.

AI Agent Tokenomics: From Memecoins to Revenue Share

Why most AI agent tokens behave like memecoins, the four mechanics that turn them into real assets, and why none of it works without decentralized compute.

AI Agent Tokenomics: Six Design Patterns That Work, One That Failed

AI agent tokenomics catalog: 6 design patterns that work and 1 that failed. Platform buyback, provider staking, routing currency, subnet model, compute-indexed primitive, reputation economies — with Virtuals, Aethir, Akash, Bittensor numbers.