#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 on LinkedIn as AI Babsi. Her diagnosis of failed AI adoption is blunt: organizations refuse to redesign their processes, and the knowledge that actually runs the business was never written down.What you'll hear:- Why every process needs touching before an LLM goes near it- How to capture tribal knowledge before your experts retire, and why exit interviews never work- RAG as an umbrella term: when vectors are enough, when you need a graph, and the six-month trade-off between them- The token math of file formats: PowerPoint costs a factor of 9 to 13, markdown wins- Her take on the Claude Fable 5 re-rollout and why Europe has no Anthropic of its own- The first step for a leadership team stuck in tool discussions: C-level trainingLinks:Barbara on LinkedIn: https://www.linkedin.com/in/barbaralampl/The Data AI Institute: https://www.data-ai-institute.comMore 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

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

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

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

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

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

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

#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