How Many SKILL. md Files Is a Profession? Discovering accounting's patterns from the corrections of human experts

Name: How Many SKILL. md Files Is a Profession? Discovering accounting's patterns from the corrections of human experts
Start: 2026-05-07T18:30:00.000+01:00
End: 2026-05-07T21:00:00.000+01:00
Location: London

Hosted by Innovators Guild & Ayub Yanturin

London

London, United Kingdom

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How Many SKILL. md Files is a Profession?

Discovering accounting's patterns from the corrections of human experts

Nikolay Turusin, Data Science Lead · Anna Money

🗓 7 May · 6:30 PM (doors 6:00 PM)

A profession decomposes into a finite library of procedural patterns—smaller than you'd expect. And you don't find them by interviewing experts. You find them by watching where experts correct the system.

Nikolay is building a production UK Corporation Tax engine on GenAI. This is his field report: what the right unit of work looks like inside an LLM system, why this kind of automation suddenly becomes tractable, and what expert-bounded self-improvement means when you're shipping to real users.

Candid talk. Open discussion. Bring questions.

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London

UK

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10 Going

AI