UofAi Blog
Field notes on applied AI capability
Essays, deliberate-practice playbooks, and case studies for turning AI disruption into durable, verified skill.
Applied AIThe Augmentation Ladder: Which Rung Are You On?
You can't climb a ladder you can't see. Here are the rungs of AI capability — delegate, collaborate, orchestrate — and how to tell which one you're standing on.
The UofAi Team · 2 min read · Jun 24, 2026
Applied AIIs Your Role Exposed to AI? A 15-Minute Self-Diagnosis
'Will AI take my job?' is too big to act on. Here's a 15-minute audit to find which of your tasks AI can touch — and what to do about each.
The UofAi Team · 2 min read · Jun 24, 2026
Applied AIStop 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