The AI stack: infrastructure, models, applications

In this episode, Dietmar Fischer talks with Tallulah Le Merle, a humanist technologist and investor, about how to think clearly in the age of AI without falling into doomsday panic or blind optimism. You’ll get a practical mental model of the AI stack, a grounded take on AI alignment risk, and a refreshing argument for hope as a strategic posture that shapes what gets built. 🤖🌍🧠

What you’ll learn

✅ Why fear based AI narratives can freeze action and distort decisions

✅ How the future of work may shift from routine cognitive tasks to deeper human capabilities

✅ The overlooked forms of intelligence AI cannot easily replace somatic, ecological, communal

✅ How AI investing works in early stage startups and what responsible due diligence looks like

✅ The AI stack explained simply infrastructure, model layer, application layer

✅ What agentic AI means today and where it is heading

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About Dietmar Fischer

Dietmar is a podcaster and AI marketer from Berlin. If you want to know how to get your AI or your digital marketing going, just contact him at argoberlin.com 🌱🚀

Chapters

00:00 Meet Tallulah Le Merle and why “hope” is her AI stance

03:52 Fear narratives vs hope as a practical posture

08:06 Disruptive to what Rethinking modern work and human thriving

10:14 Jobs replaced vs jobs created and the transition problem

12:36 What’s left for humans Somatic ecological and communal intelligence

18:47 The humanist builder and why ethics should unlock capital

28:55 The AI stack explained infrastructure model layer application layer

32:30 Why apps and agents are the near-term investment boom

40:32 The alignment problem Terminator narratives and the futures we build

46:12 Fantasy, imagination, and why it matters for tech trajectories

49:36 Where to find Tallulah and the upcoming book

Quotes from the Episode

💬 “AI is a tool. And like a hammer. Hammer, you could use it to build a house or as a murder weapon.”

💬 “Hope is this sliver of openness to the possibility that something good could happen.”

💬 “Disruptive to what Actually, a lot of the way we live and work and operate as humans today is dystopian.”

💬 “It forces us to ask these existential questions, like, what is a human”

💬 “I actually think it should be a prerequisite for unlocking capital.”

💬 “We are so early We’re in inning one of a nine inning baseball game.”

Where to find Tallulah

🔗 LinkedIn: linkedin.com/in/tallulahlemerle

🔗 Website: tallulahlemerle.com

🔗 Updates on her book: don't forget to follow her on LinkedIn 🚀

Music credit: "Modern Situations" by Unicorn Heads

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