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Reid Hoffman weighs in on the ‘tokenmaxxing’ debate

TechCrunch AI Sarah Perez April 15, 2026
Reid Hoffman weighs in on the ‘tokenmaxxing’ debate
AI Summary— plain English for professionals

# Reid Hoffman on AI Performance Metrics Reid Hoffman says that watching how many "tokens"—essentially chunks of text—AI systems process can tell you whether people are actually using them, but warns that this number alone doesn't prove the AI is making anyone more productive. In other words, high usage doesn't automatically mean the tool is doing its job well, so you need to look at other signs of success too.

Reid Hoffman says tracking AI token use can gauge adoption, but cautions it should be paired with context and not treated as a direct productivity metric.

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