#Tokenization is not a #strategy.

#Tokenization is not a #strategy. It is a cost-benefit test. #Citadel's recent piece on #LLM #token costs makes the #AI story feel very familiar to anyone working in capital markets. The question for LLMs is no longer just what can the model do? It is can the model do it at a #cost, #latency, #risk, and #infrastructure profile that makes sense at #scale? That is the same lesson from #asset #tokenization. Tokenizing #moneymarket #funds, #corporate #bonds, #realestate and other #assets only creates value when it improves the economics of the asset. Lower settlement friction alone may not be enough. The key concept is... A token is only valuable if it changes the asset’s economic behavior, not just its format. The real value appears when tokenization compounds multiple outcomes: • Better #liquidity • Lower operational #risk • Improved #collateral mobility • Better #capital treatment • Broader #distribution • Stronger unit #economics #LLMs face the same discipline. A more capable model is not automatically the right model. A more #agentic workflow is not automatically a better workflow. Every prompt, retry, tool call, and context window consumes tokens. The winners in #AI will be the same kind of winners we should expect in tokenized assets: use cases where the token changes the economics of the system, not just the format of the transaction. #Tokens are only interesting when they make the system work better. https://lnkd.in/gb9UnY2j #AI #LLM #Tokenization #RWA #CapitalMarkets

• Tokenization, like AI models, is not a strategy but a cost-benefit test, requiring a demonstrable improvement in economic behavior, not just format.
• True value from tokenization emerges when it enhances liquidity, reduces operational risk, improves collateral mobility, and strengthens unit economics.
• Successful AI and tokenized asset adoption will hinge on use cases where the technology fundamentally changes the economics of the system, not merely the transaction format.

Topics: Asset types, Scalability, Integration with defi, Financial instruments, Growth metrics, Rwa collateral lending

Tags: #tokenization #ai #llm #costbenefit #economics #liquidity #risk #capitalmarkets #assets #strategy

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