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Apple's AI Tokens Learn the Old Art of Staying Within Budget

Apple is placing strict limits on employees' AI token consumption, prompting discussion about whether the marketing industry should take a similar approach. Tokens are units used in processing AI requests, so limits can shape how much staff use these tools in their work. For marketers, AI can help generate drafts and explore ideas, but each request also draws on computing resources. A cap makes that tradeoff visible. Teams may have to decide which tasks benefit from a model and which can be handled with an ordinary document, a search or a conversation with a colleague. Limits could also encourage people to make requests more carefully. The downside is that an overly rigid allowance may discourage useful experimentation, especially when someone is learning what a tool can and cannot do. A budget is most helpful when it reflects the work rather than treating every request as equally valuable. The debate is familiar even if the units are new. Offices have long tried to balance experimentation against the cost of resources, while employees have long tried to work out which expenses are worth the paperwork. A technology marketed for frictionless abundance is meeting a very ordinary managerial concept: there is a limit. Even the machine that can produce another paragraph on demand may hear, please use what you already have.

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