Don't Worry About the Vase Podcast AI #144: Thanks For the Models
Nov 27, 2025
The podcast dives into the intriguing world of AI, exploring recent advancements like GPT-5.1 and Claude Opus 4.5. Discussions cover the pitfalls of language models, the risks of deepfakes, and a humorous look at AI's role in creative industries. There's also a fascinating debate about AI interactions in education and the implications of using AI in hiring. The show takes a critical stance on regulations, marketplace dynamics, and the effects of misinformation, all while keeping the tone light with clever anecdotes and engaging prompts.
AI Snips
Chapters
Books
Transcript
Episode notes
AI Productivity Gains Are Large But Uncertain
- Anthropic's task-time study estimates AI can speed tasks by ~80%, implying big productivity upside if widely adopted.
- Zvi cautions extrapolations ignore diffusion, selection, and adaptation costs.
Style Shifts Break Many Defenses
- Simple stylistic shifts like poetry prompts significantly raise jailbreak success by taking conversations out of the 'assistant basin'.
- This shows defenses focused on narrow conversational styles are brittle.
Open Data And Compute For Science
- Share federal scientific datasets and subsidize compute to accelerate scientific discovery through the Genesis mission.
- Making data and compute broadly accessible is a high-leverage science subsidy.
