AI Adopters Club

AI Adopters Club

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The Prompt for a Big Decision You Cannot Take Back
Torn between a few options on a call you cannot reverse. Let an AI interview you, find the constraint, then judge it.
15 hrs ago • Kamil Banc
The UK government argued with itself about AI in public
Twenty-six minutes saved per civil servant. Or nineteen. Or no real productivity gain. The chair of Parliament now wants the math explained.
May 21 • Kamil Banc
Google sold you an employee who never sleeps. Now what
What the I/O 2026 agent announcements mean for your week, minus the keynote glow
May 20 • Kamil Banc
Stop letting your inbox decide your Monday
The Adopter’s Brief, four levels of one system that gets sharper every Monday
May 18 • Kamil Banc
What I realized on stage at Limitless Live
Bringing back the community I started before the newsletter. Premium readers first.
May 17 • Kamil Banc
Chegg Told the Truth About AI. It Still Cost Them $14 Billion.
A case study in what happens when you see the AI wave clearly, say the right things publicly, and still can't adapt fast enough to survive it. Plus…
May 14 • Kamil Banc
AI Doesn't Fail at the Technology. It Fails at the Manager.
Team-level AI adoption is 3× higher when the direct manager models it. Four levers that turn the manager layer from bottleneck into multiplier.
May 13 • Kamil Banc
Why AI Stalls At Middle Management - AI Culture
A recording from Kamil Banc's live video
May 12 • Kamil Banc
23:28
Token maxing is what you do when you can’t budget
Watch now | The HTML vs Markdown fight is a symptom, not a strategy
May 12 • Kamil Banc
11:18
What Every Business Owner Should Ask Before Hiring Anyone for AI
Five questions and four emails that sort the real builders from the rest
May 11 • Kamil Banc
Your Claude bill is about to climb. Five habits to lock in before it does.
The subsidies will not last. Build the habits while your subscription still stretches.
May 8 • Kamil Banc
Wendy's beat Taco Bell at customer-facing AI. The decision that decided it.
Three QSR rollouts mapped the architecture choice. One scaled. Two retreated. If you’re shipping AI customers can see in 2026, this is the call you have…
May 7 • Kamil Banc
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