UofAi Blog

Field notes on applied AI capability

Essays, deliberate-practice playbooks, and case studies for turning AI disruption into durable, verified skill.

Stop Using AI Like a Vending Machine

Most people use AI like a vending machine — type a request, take what falls out. Here's why that plateaus, and the deliberate practice that turns AI into durable capability.

The UofAi Team · 4 min read · Jun 23, 2026

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