---
title: "When the world changes, where do you start?"
description: "5 source-backed AI claims from When the world changes, where do you start?, with key statistics, context, and the original AI Adopters Club source."
url: "https://kbanc.com/claims-library/when-the-world-changes-where-do-you-start"
source: "https://aiadopters.club/p/when-the-world-changes-where-do-you"
date: "2026-10-31"
topics: ["strategy", "business"]
generated: "2026-11-03"
---

# When the world changes, where do you start?

By Kamil Banc | October 31, 2026

## Claims

1. **Second Newsletter Launch** (source summary): Kamil Banc is launching a second newsletter called Adapt and Create focused on learning and adapting.
2. **FIU Executive Forum Talk** (source summary): Banc gave a short talk at Florida International University for the Florida Executive Forum recently.
3. **Cold War Origins** (source summary): Banc was born in Poland during the Cold War and grew up in West Germany.
4. **Early ChatGPT Adoption** (source summary): Banc began using ChatGPT in late 2022 to translate his English business thinking into German.
5. **Ask Workers First** (Kamil's interpretation): When improving a process with AI, ask workers where they rely on unwritten judgment.

## Evidence

### Quote
> "If you're trying to improve a process with AI, ask the people doing the work where they make exceptions or rely on judgement that isn't written down." - Kamil Banc

### Key Statistics
- **8 likes and 3 shares**: Engagement metrics shown on the Substack post at time of extraction
- **6 months**: Time between Banc's parents moving to West Germany and his grandmother bringing him across during the Cold War
- **Late 2022**: When Banc first started using ChatGPT to translate his English business thinking into German

## Context
This article is a personal announcement rather than a research piece, so its evidentiary value lies in practitioner experience rather than data. Banc grounds his methodology in a repeated life pattern: observe a new environment, learn how it works, then create something useful within it, applied across countries, industries, and now AI adoption. His practical advice for AI process improvement follows a disciplined small-experiment structure: identify unwritten judgment and exceptions from frontline workers, pick one narrow test, assign clear ownership, and measure time, cost, or quality before and after. Readers can apply this by starting with a single bounded workflow rather than a broad transformation. The commentary is supported by a commenter, Aleksandar Draganic, who echoes that low-stakes testing beats waiting for certainty.

## Source
- Original: [When the world changes, where do you start?](https://aiadopters.club/p/when-the-world-changes-where-do-you)
- Cite: kbanc.com/claims-library/when-the-world-changes-where-do-you-start