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Airbnb Bet Its Support Desk on a Chinese AI Model It Can Drop
Qwen handles 40% of their tickets, Congress sent a letter, and the design choice underneath is the one worth copying
Jul 30
•
Kamil Banc
9
What "Private AI" Actually Means: The University of Florida's NaviGator in Practice
The University of Florida tags all 104 of its AI models with the data each one is allowed to receive. That tagging, not the supercomputer underneath it…
Jul 25
•
Kamil Banc
8
Case Study: A 31-person workshop and Walmart are running the same play
Supply chain AI stopped being a big-budget game. The tool that freed a million pounds for one small manufacturer is the same class Walmart runs at…
Jul 16
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Kamil Banc
6
Deutsche Telekom taught AI to run its network. The lesson costs you nothing to copy
Everyone fixates on the 95% number. The real win was three boring decisions your company could make on Monday.
Jul 9
•
Kamil Banc
12
1
1
The AI You Rent Can Be Switched Off
A frontier model vanished worldwide on a Friday afternoon. A Palantir CEO went on air and said the quiet part loud. Both point at the same decision on…
Jul 2
•
Kamil Banc
3
2
FIFA Built AI as Infrastructure. Most Organizations Are Still Treating It as a Feature
The 2026 World Cup is a live stress test of AI as operational infrastructure. Here is what the system does, where it breaks, and what it means for your…
Jun 25
•
Kamil Banc
4
2
Midjourney Makes AI Images. Now It's Building a Full-Body Scanner
Midjourney wants to put 50,000 scanners in spas and scan a billion bodies a month, but the real product isn’t the machine, it’s the data flywheel those…
Jun 18
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Kamil Banc
10
1
Shopify Grew 30 Percent With 500 Fewer People. The Memo Didn't Do It
Everyone quoted the mandate. Nobody copied the machine behind it. Here is the part worth stealing.
Jun 11
•
Kamil Banc
4
1
Run your own due diligence with Claude before you buy a small business.
Eight AI prompts build the market, customer, and revenue analysis on your own data room, no firm required.
Jun 8
•
Kamil Banc
8
Microsoft Built a 540-Person AI Governance Machine. You Need One Page of It.
The system is enormous. The part that actually stops disasters is small, specific, and yours to copy.
Jun 4
•
Kamil Banc
11
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
6
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
11
1
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