#59 Carsten Kraus - Industrial AI, keep the data in-house

#59 Carsten Kraus - Industrial AI, keep the data in-house

Carsten Kraus's pitch for the German Mittelstand isn't to build foundation models. It's to keep the data in-house and let other people's models run on it.Kraus has founded 12 companies and is opening the 13th. He sold a programming language to Atari at 17, built FactFinder (similarity search two years before Google's "Did you mean"), and Casablanca.ai, a face foundation model that hit 88% AUC on stroke detection in five days with 150 training images. Germany's Business Angel of the Year 2024. Lives in Pforzheim by choice.What we get into:- Why Aleph Alpha lost on capital and compute, not technology- How DeepSeek and Kimi made training cheap, and what that resets- Running Qwen 3 (~27B) on a Mac Mini, and RAG on a 4090- The worldview baked into training data: death penalty, the m-dash giveaway, contracts that quietly skew toward US legislation- The conspiracy-theory fine-tune they ran but never released- Why the actual European edge is industrial AI on top of Germany's 1,800 hidden champions- The hyperscaler trap: the US-East-1 outage, the UK tax software, and CLOUD Act exposureCarsten Kraus on LinkedIn: https://de.linkedin.com/in/carstenkrausCasablanca.ai: https://www.casablanca.aiCK Holding / Brainbox: https://www.ck-holding.deMore episodes & all platforms: https://stellarwork.start.pageNewsletter: https://substack.com/@stellarworkHost: Ben, founder of Stellar Work

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Episoder(67)

#68 Yevgen Nebesov - The architecture of power

#68 Yevgen Nebesov - The architecture of power

Outcome equals intelligence plus agency. AI is making the first part cheap. Yevgen Nebesov has spent five years mapping the second.Yevgen is a systems architect who watched too many good ideas in his ...

19 Okt 37min

#67 Prateek Karnal - Orchestrating the Agent Army

#67 Prateek Karnal - Orchestrating the Agent Army

Most people lose track at three coding agents. Prateek Karnal runs ten to twenty at once.Prateek built Agent Orchestrator (AO) after working on AI infrastructure at Composio, where the company was alr...

5 Okt 46min

#66 Petra Wille - How to lead a product org in the age of AI

#66 Petra Wille - How to lead a product org in the age of AI

Petra Wille thinks measuring your team's token usage is one of the worst things a leader can do right now. She explains what to measure instead.Petra is a product leadership coach, author of STRONG Pr...

21 Sep 34min

#65 Matt LeMay - The Low-Impact AI Death Spiral

#65 Matt LeMay - The Low-Impact AI Death Spiral

Matt LeMay thought product teams had finally outgrown the feature factory. Then AI handed everyone a faster conveyor belt.Matt is a product consultant and author who has worked with Google, Spotify, a...

7 Sep 39min

#64 Laura Tacho - You weren't measuring well before AI either

#64 Laura Tacho - You weren't measuring well before AI either

AI did not break engineering metrics. It made it obvious that most companies never had any worth trusting.Laura Tacho spent 15 years building developer tools, ran DX as CTO, and now works on developer...

24 Aug 26min

#63 Teresa Torres - Taste won't save your product

#63 Teresa Torres - Taste won't save your product

Teresa Torres calls the "all you need is taste" narrative what it is: Silicon Valley elitism dressed up as product wisdom.Five years after Continuous Discovery Habits, Teresa has gone from product dis...

10 Aug 38min

#62 Barbara Lampl - There is no such thing as AI strategy

#62 Barbara Lampl - There is no such thing as AI strategy

If your leadership is discussing which AI tool to buy, they are having the wrong discussion.Barbara Lampl has built and fixed data and AI strategies for over 20 years. Behavioral mathematician, known ...

27 Jul 34min

#61 Thomas Dohmke - Let the rebellion begin

#61 Thomas Dohmke - Let the rebellion begin

Thomas Dohmke predicted AI would write 80% of code within five years. The number held. The timeline didn't. It took three.Thomas ran GitHub as CEO through the Copilot years. Now he's building Entire, ...

13 Jul 44min

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