VAIBE tracks AI-focused podcasts: what changed, and the moments behind it.
← Viewing week Jun 22–28, 2026 ▾ Sep 28–Oct 4, 2026 Sep 21–27, 2026 Sep 14–20, 2026 Sep 7–13, 2026 Aug 31–Sep 6, 2026 Aug 24–30, 2026 Aug 17–23, 2026 Aug 10–16, 2026 Aug 3–9, 2026 Jul 27–Aug 2, 2026 Jul 20–26, 2026 Jul 13–19, 2026 Jul 6–12, 2026 Jun 29–Jul 5, 2026 Jun 22–28, 2026Current → Adoption Use Cases and research led the first week of tracking Across 27 episodes from 15 contributing podcasts, adoption use cases held 30.1% of the relevant conversation and research held 18.5%.
What changed The cited moments below show this week's discussion. No adjacent measured week is available for a change comparison.
Where it showed up Adoption Use Cases and Research accounted for 49% of the relevant conversation across 27 episodes.
How to read it Recurrence across podcasts does not mean agreement. The cited moments show the language behind each summary. In the discussion
Well, you know, there's a tendency to anthropomorphize it, but no, like millions of people are using Claude code because this is tangentially related to how we you know, how we come up with causal abstractions in the world. So, you know, the way we do it is we are in the world... Machine Learning Street Talk At 19:57 Hear the context This published excerpt continues in the episode. Report this quote
Overview What’s hot Keep watching
What’s hot this week Open a topic for the podcast moments behind it.
01 Adoption Use Cases Practical ways people and organizations are putting AI to work. Discussion of adoption use cases appeared across multiple podcasts for the first time. It made up 30% of the conversation across 14 podcasts this week. ML TA TC AI New this week 30% of this week · 14 podcasts → 02 Research New models, training methods, benchmarks, and discoveries from AI labs. Discussion of research appeared across multiple podcasts for the first time. It made up 19% of the conversation across 11 podcasts this week. ML TC NP AF New this week 19% of this week · 11 podcasts → 03 Safety & governance Ways to reduce harm, set limits, test behavior, and govern how AI is used. Discussion of safety & governance appeared across multiple podcasts for the first time. It made up 17% of the conversation across 13 podcasts this week. ML TC AI NP New this week 17% of this week · 13 podcasts → 04 Agents AI systems that can plan, use tools, and carry out multi-step tasks. Discussion of agents appeared across multiple podcasts for the first time. It made up 8% of the conversation across 12 podcasts this week. ML TA TC AI New this week 8% of this week · 12 podcasts → Showing 4 of 11 topics Showing all 11 topics View 7 more topics Show fewer topics 05 Economics The cost of building and running AI, and how money moves through the market. Discussion of economics appeared across multiple podcasts for the first time. It made up 7% of the conversation across 13 podcasts this week. ML TC AI NP New this week 7% of this week · 13 podcasts → 06 Regulation Laws, rules, and government decisions about how AI may be built and used. Discussion of regulation appeared across multiple podcasts for the first time. It made up 6% of the conversation across 8 podcasts this week. TA TC AF LW New this week 6% of this week · 8 podcasts → 07 Open Models AI models whose weights or code are available for others to use and adapt. Discussion of open models appeared across multiple podcasts for the first time. It made up 5% of the conversation across 7 podcasts this week. ML TA LW LS New this week 5% of this week · 7 podcasts → 08 Jobs How AI is changing work, hiring, roles, and the skills people need. Discussion of jobs appeared across multiple podcasts for the first time. It made up 4% of the conversation across 9 podcasts this week. ML TC NP TA New this week 4% of this week · 9 podcasts → 09 Hardware The chips, data centers, energy, and devices that AI depends on. Discussion of hardware appeared across multiple podcasts for the first time. It made up 2% of the conversation across 8 podcasts this week. ML TC AF TA New this week 2% of this week · 8 podcasts → 10 Infrastructure The software and systems needed to build, deploy, and monitor AI. Discussion of infrastructure appeared across multiple podcasts for the first time. It made up 2% of the conversation across 6 podcasts this week. TC AF LW LS New this week 2% of this week · 6 podcasts → 11 Other AI discussion that does not fit another recurring topic. Discussion of other appeared across multiple podcasts for the first time. It made up 1% of the conversation across 9 podcasts this week. ML TA AF LW New this week 1% of this week · 9 podcasts → About this Concept
Jobs How AI is changing work, hiring, roles, and the skills people need.
Trend this week
New this week 4% of conversation
1 of 1 published week met the cross-podcast threshold.
9 quoted moments 6 episodes 6 podcasts discussing this topic
What changed This was its first published appearance at 3.5% of the conversation, with evidence across 9 podcasts.
Where it showed up It appeared in episodes including “The Thermodynamic AI Computing Chip - Thomas Ahle” and “AI:AM #4: Cameron on Model Consciousness, Duvenaud's Gradual Disempowerment, swyx's AI-Eng Alpha”.
How to read it 6 cited episodes from 6 podcasts are shown below. The topic appeared across 9 podcasts in the full analysis.
Podcast moments from the week 9 quoted moments · 6 episodes · 6 podcasts 10:02 C
“isn't there this tendency though to accumulate understanding debt?” Open episode and seek to 10:02 Concept Jobs
Report this moment The Cognitive Revolution
AI:AM #4: Cameron on Model Consciousness, Duvenaud's Gradual Disempowerment, swyx's AI-Eng Alpha Jun 27, 2026 Open episode ↗ 27:23 D
“The thing that I'm worried about is starvation. Like, whether us all feeling like we don't have meaningful jobs or whatever. That's not a serious problem in my point of view compared to literally not being able to eat enough or maybe being forced to be uploaded so that you hav...” Open episode and seek to 27:23 Concept Jobs
Report this moment 28:28 D
“I think post-scarcity is a sort of nonsense term” Open episode and seek to 28:28 Concept Jobs
Report this moment 29:56 A
“The standard economic rebuttal is comparative advantage. Even if machines are better at everything, the theory says there's always something humans get paid to do. We asked David to answer it.” Open episode and seek to 29:56 Concept Jobs
Report this moment No Priors
Really Big Test-Time Compute in AI Changes Benchmarks, Safety and Research with OpenAI Research Scientist Noam Brown Jun 26, 2026 Play episode ↗ 22:49 A
“I've found that I'm much more effective by using these models” Play from 22:49 Concept Jobs
Report this moment The AI Native Dev
Why Agents Are Forcing Enterprises to Finally Fix Their Dev Process Jun 25, 2026 Play episode ↗ 51:32 D
“And what a lot of developers actually hold important to themselves because it's what they feel sometimes actually makes them the expert, right?” Play from 51:32 Concept Jobs
Report this moment 26:51 A
“And the engineering becomes creating the software factory or the assembly line or whatever you want to call it. I can imagine that for a lot of, like, I can see a bifurcation for developers of the more product-minded ones who like achieving outcomes and getting motivated by, I...” Play from 26:51 Concept Jobs
Report this moment Last Week in AI
#249 - Fable 5 ban, SpaceX Cursor + IPO, OSS Aplenty Jun 25, 2026 Play episode ↗ 58:08 A
“if you don't have this superstar team, I don't think you have a shot, right? So this is not looking good for Meta.” Play from 58:08 Concept Jobs
Report this moment 39:15 B
“And who knows, you might be back at Google the next time it happens.” Play from 39:15 Concept Jobs
Report this moment
The week, in their words “ Headline evidence · Research
The analogy that I reach for here is something like a dimmer switch, where I think you can basically accommodate both the binary intuition and the sort of continuous intuition. You know, if you have a light with a dimmer switch, like, really, it is either on to some extent or ... The Cognitive Revolution ↗ 02:50 Report this quote Read 2 more voices “ Also in the conversation · Safety & governance
We do put extra effort and extra testing on things that we view as higher stakes. So one of the things that is important is we do overall testing, but, you know, we talk about your money, your life queries, right? So we put extra scrutiny on things like medical or things invol... AI Inside ↗ 49:38 Report this quote “ Also in the conversation · Agents
you have the world's most infinitely patient and knowledgeable tutor in the actual tools themselves The AI Daily Brief ↗ 11:50 Report this quote
Opening edition
This week is our starting point. Patterns need at least two weeks to compare. This is the first published week, so there is no change to show yet.
View the next edition → Get the weekly AI conversation The week’s key ideas and podcast moments, delivered to your inbox.
