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 → 16 quoted moments 6 episodes 6 podcasts discussing this topic
What changed This was its first published appearance at 7.9% of the conversation, with evidence across 12 podcasts.
Where it showed up It appeared in episodes including “The Thermodynamic AI Computing Chip - Thomas Ahle” and “The Capability Overhang Playbook”.
How to read it 6 cited episodes from 6 podcasts are shown below. The topic appeared across 12 podcasts in the full analysis.
Podcast moments from the week 16 quoted moments · 6 episodes · 6 podcasts 01:01 B
“So engineers design the whole circuit in a language called Verilog, almost written like software, and only much later does any of it become physical silicon. But first, that code has to be simulated and formally verified. it has to be proven correct. Because once a chip is fab...” Open episode and seek to 01:01 Concept Agents
Report this moment 06:50 A
“having some 20 GPT agents running for around 6 months now, still making progress” Open episode and seek to 06:50 Concept Agents
Report this moment 07:39 C
“there is this tendency with agentic coding to build a spaghetti monster” Open episode and seek to 07:39 Concept Agents
Report this moment The AI Daily Brief
The Capability Overhang Playbook Jun 28, 2026 Open episode ↗ 11:50 A
“you have the world's most infinitely patient and knowledgeable tutor in the actual tools themselves” Open episode and seek to 11:50 Concept Agents
Report this moment 22:14 A
“even when some of them are derivative, they're almost all valuable.” Open episode and seek to 22:14 Concept Agents
Report this moment 23:22 A
“it will actually make these assets that you've spent time developing for yourself much, much more useful.” Open episode and seek to 23:22 Concept Agents
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 ↗ 58:22 A
“Another harness idea getting attention is the advisor or router model, a cheaper model that notices when it's stuck and calls up a smarter one. We asked Swyx what he makes of it.” Open episode and seek to 58:22 Concept Agents
Report this moment 58:33 C
“You're effectively just doing model routing. You're just giving it a different name.” Open episode and seek to 58:33 Concept Agents
Report this moment 59:06 C
“when you are asked a question that is more complex than you have the intelligence to answer, you don't even know, like, you're just going to straightforward answer it without knowing that, like, oh, I'm supposed to call out the smart model. And that's just the theoretical limi...” Open episode and seek to 59:06 Concept Agents
Report this moment AI Inside
Liz Reid on What Publishers Get Wrong About AI Jun 26, 2026 Play episode ↗ 36:37 C
“the agentic side of things is starting to also come over to search, which is interesting and exciting” Play from 36:37 Concept Agents
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 ↗ 14:44 A
“with the most recent models that you can actually scaffold, for example, 5.5 into doing a series of experiments that can run for weeks, for months.” Play from 14:44 Concept Agents
Report this moment 15:28 A
“we're going to pretty soon be at that point where I probably could just tell it like, yeah, go work on this for a month and then come back to me with a full, complete poker solver that's state-of-the-art” Play from 15:28 Concept Agents
Report this moment 27:10 B
“What do you think is on the frontier that is less explored now? Like, we've talked about multi-agent before.” Play from 27:10 Concept Agents
Report this moment The AI Native Dev
Why Agents Are Forcing Enterprises to Finally Fix Their Dev Process Jun 25, 2026 Play episode ↗ 00:00 A
“Now that it's agents doing the work and tokens and the cost of those, everyone's gonna be really keen on making sure the software development lifecycle was as effective and as efficient as it possibly could be. But when it was humans, it was like, oh well, Timmy's just lazy an...” Play from 00:00 Concept Agents
Report this moment 00:38 C
“There is no excuse not to do everything you ever thought you'd want somebody to do and then automate it so it happens by CI automatically.” Play from 00:38 Concept Agents
Report this moment 05:20 D
“Brilliant. So, around this table, we're going to be chatting about all things AI enablement. Let's kick off with an interesting question about when we want to scale AI agentic development across our organization in a way where we can control it, It is something we can govern. ...” Play from 05:20 Concept Agents
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
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