
Don't Worry About the Vase Podcast AI #143: Everything, Everywhere, All At Once
Nov 20, 2025
Dive into the dynamic world of AI as fascinating concepts unfold. Explore how language models vary wildly in utility and the implications for human judgment. Discover the transformative power of AI tools, balancing risks with potential benefits. Unpack the intricacies of competition between Chinese and Western models. Reflect on the impact of AI on jobs, revealing new roles amidst displacement, and delve into the ethics of AI-generated media in a rapidly evolving landscape.
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Episode notes
Make AI Tutors Augment, Not Replace
- Use AI tutoring intentionally to augment learning, not to shortcut it; adapt teaching methods to integrate AI.
- Zvi emphasizes AI can be the best tool for learning but also for avoiding learning depending on incentives.
Agents Create And Destroy Workflows
- AI shifts workflows: agents can find low-effort fixes and create many new jobs while automating many others.
- Zvi notes early agent deployments create work identifying tasks before replacing them.
Anthropic's Trifecta Of Cloud Deals
- Anthropic secured investments and cloud deals across Microsoft, NVIDIA, Google, and Amazon, strengthening commercial position.
- Zvi argues being on all three clouds is a major enterprise selling point and underappreciated win.






