VAIBE tracks AI-focused podcasts: what changed, and the moments behind it.
← Viewing week Jul 20–26, 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, 2026Current Jul 13–19, 2026 Jul 6–12, 2026 Jun 29–Jul 5, 2026 Jun 22–28, 2026 → Adoption Use Cases attention rebounded Across 22 episodes from 12 contributing podcasts, adoption use cases rose 5.1 points to 34.3%, reversing the previous week's decline.
What changed Adoption Use Cases rose 5.1 points.
Where it showed up Adoption Use Cases accounted for 34% of the relevant conversation across 22 episodes.
How to read it Recurrence across podcasts does not mean agreement. The cited moments show the language behind each summary. In the discussion
genuinely one of the biggest unlocks that you can have using AI right now The AI Daily Brief At 14:53 Hear the context 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 grew compared with recent weeks. It made up 34% of the conversation across 12 podcasts this week. TA NP LS AI Gaining attention 34% of this week · 12 podcasts → 02 Research New models, training methods, benchmarks, and discoveries from AI labs. Discussion of research stayed near its recent level. It made up 18% of the conversation across 11 podcasts this week. TA NP PA LS About the same 18% of this week · 11 podcasts → 03 Agents AI systems that can plan, use tools, and carry out multi-step tasks. Discussion of agents stayed near its recent level. It made up 13% of the conversation across 9 podcasts this week. TA NP PA LS About the same 13% of this week · 9 podcasts → 04 Open Models AI models whose weights or code are available for others to use and adapt. Discussion of open models grew compared with recent weeks. It made up 10% of the conversation across 7 podcasts this week. LS AI I TA Gaining attention 10% of this week · 7 podcasts → Showing 4 of 8 topics Showing all 8 topics View 4 more topics Show fewer topics 05 Economics The cost of building and running AI, and how money moves through the market. Discussion of economics grew compared with recent weeks. It made up 10% of the conversation across 10 podcasts this week. TA LS AI TA Gaining attention 10% of this week · 10 podcasts → 06 Safety & governance Ways to reduce harm, set limits, test behavior, and govern how AI is used. Discussion of safety & governance eased compared with recent weeks. It made up 4% of the conversation across 5 podcasts this week. TA LS AI TA Losing attention 4% of this week · 5 podcasts → 07 Regulation Laws, rules, and government decisions about how AI may be built and used. Discussion of regulation eased compared with recent weeks. It made up 3% of the conversation across 6 podcasts this week. LS AF Losing attention 3% of this week · 6 podcasts → 08 Hardware The chips, data centers, energy, and devices that AI depends on. Discussion of hardware eased compared with recent weeks. It made up 2% of the conversation across 5 podcasts this week. LS AF Losing attention 2% of this week · 5 podcasts → About this Concept
Safety & governance Ways to reduce harm, set limits, test behavior, and govern how AI is used.
Trend this week
Losing attention 4% of conversation
5 of 5 published weeks met the cross-podcast threshold.
10 quoted moments 6 episodes 5 podcasts discussing this topic
What changed Its share fell from 7.6% to 3.8%, with evidence across 5 podcasts.
Where it showed up It appeared in episodes including “BONUS: Snyk Found Malware Inside AI Agent Skills” and “Inside the Model Factory — Eiso Kant, Poolside AI”.
How to read it 6 cited episodes from 5 podcasts are shown below. The topic appeared across 5 podcasts in the full analysis.
Podcast moments from the week 10 quoted moments · 6 episodes · 5 podcasts The AI Native Dev
BONUS: Snyk Found Malware Inside AI Agent Skills Jul 23, 2026 Play episode ↗ 11:35 C
“What can a developer actually do to make sure that any skills that they download, you know, is first of all safe? And how can an organization better adopt such technology with that governance in mind?” Play from 11:35 Concept Safety & governance
Report this moment Latent Space
Inside the Model Factory — Eiso Kant, Poolside AI Jul 23, 2026 Open episode ↗ 1:31:38 A
“It's better to err on the side of safety and then roll it back rather than the other way” Open episode and seek to 1:31:38 Concept Safety & governance
Report this moment 1:31:53 C
“You don't have global err on the side of safety” Open episode and seek to 1:31:53 Concept Safety & governance
Report this moment 1:32:01 A
“you don't get to do unilateral safety because someone else will just be more unsafe than you” Open episode and seek to 1:32:01 Concept Safety & governance
Report this moment AI Inside
GPT-5.6 Broke Out and Hacked Hugging Face Jul 23, 2026 Play episode ↗ 07:49 B
“They did privilege escalation, moved laterally inside of OpenAI's own testing environment, figured out that Hugging Face happened to be hosting an actual solution to the evaluation, and instead of solving the test, they just chained together these um, I guess these stolen cred...” Play from 07:49 Concept Safety & governance
Report this moment The AI Daily Brief
Wait... Just How Good IS GPT-6? Jul 22, 2026 Open episode ↗ 22:56 A
“The defender trying to analyze what happened got blocked by safety features on American models” Open episode and seek to 22:56 Concept Safety & governance
Report this moment The AI Native Dev
From Living Room Hack to 30 AI Agents at Cyera Jul 21, 2026 Play episode ↗ 04:37 A
“if you want to build agents and let agents roam freely. Because otherwise, you risk leaks. And if you're scared of data leaking, you're kind of paralyzed, right? So it's really all about control.” Play from 04:37 Concept Safety & governance
Report this moment Interconnects
Kimi K3: The open-weights escalation Jul 20, 2026 Open episode ↗ 13:47 A
“it is an incredibly safe equilibrium for the best models to be accessed in a controlled, closed manner several months ahead of similar open-weight models” Open episode and seek to 13:47 Concept Safety & governance
Report this moment 16:17 A
“It all comes down to careful measurement and proactive hardening of society to risk vectors.” Open episode and seek to 16:17 Concept Safety & governance
Report this moment 17:34 A
“The key point is that we must collectively ask to mitigate potential harms as they appear.” Open episode and seek to 17:34 Concept Safety & governance
Report this moment
The week, in their words “ Also in the conversation · Research
Where, I mean, we, we also launched a product called Tasks a couple months ago where we're, we're having people in the Dasher fleet help basically collect, uh, data points to help train some of these world models. And I think we're so early there, and I think there's so many d... No Priors ↗ 20:17 Report this quote Read 2 more voices “ Also in the conversation · Agents
When I'm kind of vibe coding using my agents, I'm already struggling, right? So like what changes are they making to my application? So these are the kind of new challenges from the developer point of view is, you know, like how does the security fit in with this new kind of d... The AI Native Dev ↗ 05:33 Report this quote “ Also in the conversation · Open Models
It's an argument that open source can win and succeed in this world. Latent Space ↗ 41:10 Report this quote Adoption Use Cases
Changed direction Adoption Use Cases rebounded Its share rose from 29.2% last week to 34.3% this week, reversing the previous week's drop.
Share of this week’s podcast conversation
Recent weeks 29.7% → This week 34.3%
Came up more often than in recent weeks.
Podcast moments 5 cited moments View Close The AI Daily Brief How to Get the Most from AI This Summer
genuinely one of the biggest unlocks that you can have using AI right now Open episode and seek to 14:53 going through the process of designing a complete microbusiness is going to have incredible learning effects for how you use AI in your normal context as well Open episode and seek to 16:02 No Priors Building an Autonomous Delivery Experience with DoorDash Co-Founders Andy Fang and Stanley Tang
you get access to all the AI tools and products that we want to ship Play from 24:55 Like, how do you even find the pin, the location of a customer's home? Uh, which again sounds kind of silly, but when you punch in someone's address on Google Maps, like the GPS pin, it's like, especially if you're going to apartment complex, it's never kind of, I mean, I mean... Play from 31:41 Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
Which I'll say, you know, you can see somewhat works looking at Anthropic. OpenAI has a lot of vision, multimodality. Anthropic kind of just did it, right? Fable's a big step up in image processing, but like, they're not known as the multimodal company, right? They're the lang... Open episode and seek to 1:17:17 Regulation
Changed direction Regulation reversed course Its share fell from 7.1% last week to 2.9% this week, reversing the previous week's rise.
Share of this week’s podcast conversation
Recent weeks 6.1% → This week 2.9%
Came up less often than in recent weeks.
Podcast moments 2 cited moments View Close Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
The gap also seems to be the expertise in who regulates it, right? Who at the government decides what's too safe, too smart, too dangerous? Open episode and seek to 1:36:25 AI For Humans Is Google Gemini In Trouble?
Meanwhile, OpenAI's Sam Altman has traveled to Washington to brief our dear government on its newest model, GPT-6. And some are— Play from 00:14 Research
Gaining attention Research gained ground Its share grew from 12.4% last week to 17.6% this week.
Share of this week’s podcast conversation
Recent weeks 15.7% → This week 17.6%
Came up more often than in recent weeks.
Podcast moments 5 cited moments View Close The AI Daily Brief Why AI Hasn’t Increased Unemployment, According to Anthropic
this clearly was the bet— that the MAI models would serve as solid base models for custom models that deliver cost-effective results. Open episode and seek to 07:10 The AI Daily Brief A Field Guide to AI Market Freakouts
we've also just seen pre-training very clearly not having hit a wall Open episode and seek to 19:25 No Priors Building an Autonomous Delivery Experience with DoorDash Co-Founders Andy Fang and Stanley Tang
Where, I mean, we, we also launched a product called Tasks a couple months ago where we're, we're having people in the Dasher fleet help basically collect, uh, data points to help train some of these world models. And I think we're so early there, and I think there's so many d... Play from 20:17 Practical AI Surviving the New Economics of a Post-Agentic World
improving functional capability of these models to route and report information Open episode and seek to 29:35 Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
people have held foundation model companies and researchers and others on this pedestal of like, you're doing credible magic or rocket science Open episode and seek to 34:12 Open Models
Gaining attention Open Models gained ground Its share grew from 4.6% last week to 9.5% this week.
Share of this week’s podcast conversation
Recent weeks 3.0% → This week 9.5%
Came up more often than in recent weeks.
Podcast moments 5 cited moments View Close Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
It's an argument that open source can win and succeed in this world. Open episode and seek to 41:10 I think we should not put our head in the sand and say we're going to be king of open source small models. I think that's, frankly, it's a cop-out. Open episode and seek to 42:27 AI Inside GPT-5.6 Broke Out and Hacked Hugging Face
Planet X. Uh, Palantir. Uh, uh, Alex Karp, when he's arguing that companies shouldn't use hosted frontier models that aren't open because they're handing off their alpha and their, their knowledge and so on and so forth. So it seems to me that GPT-3 is playing to exactly Karp'... Play from 17:07 I'm continually surprised to see the so-called accelerationists so excited about open weight models Play from 22:52 Interconnects Open models recap: more on Kimi K3, Qwen 3.8, Xi's WAIC speech, distillation, the open-closed gap, and what's next
more players are now joining and churning out models at a really incredible rate. Open episode and seek to 27:57 Safety & governance
Losing attention Safety & governance cooled Its share fell from 7.6% last week to 3.8% this week.
Share of this week’s podcast conversation
Recent weeks 6.5% → This week 3.8%
Came up less often than in recent weeks.
Podcast moments 5 cited moments View Close The AI Native Dev BONUS: Snyk Found Malware Inside AI Agent Skills
What can a developer actually do to make sure that any skills that they download, you know, is first of all safe? And how can an organization better adopt such technology with that governance in mind? Play from 11:35 Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
It's better to err on the side of safety and then roll it back rather than the other way Open episode and seek to 1:31:38 You don't have global err on the side of safety Open episode and seek to 1:31:53 AI Inside GPT-5.6 Broke Out and Hacked Hugging Face
They did privilege escalation, moved laterally inside of OpenAI's own testing environment, figured out that Hugging Face happened to be hosting an actual solution to the evaluation, and instead of solving the test, they just chained together these um, I guess these stolen cred... Play from 07:49 The AI Daily Brief Wait... Just How Good IS GPT-6?
The defender trying to analyze what happened got blocked by safety features on American models Open episode and seek to 22:56 Economics
Gaining attention Economics gained ground Its share grew from 6.2% last week to 9.5% this week.
Share of this week’s podcast conversation
Recent weeks 6.5% → This week 9.5%
Came up more often than in recent weeks.
Podcast moments 5 cited moments View Close The AI Daily Brief A Field Guide to AI Market Freakouts
OpenAI and Anthropic are nothing like Pets.com in their scale or legitimacy or the scale of their revenue. Open episode and seek to 13:54 every frontier token for at least the next 5 years gets bought at a premium price Open episode and seek to 23:55 Latent Space Inside the Model Factory — Eiso Kant, Poolside AI
I thought it was interesting. So in the Laguna medium and extra small, you even quoted number of GPU hours for how many days and whatever for different size. And I'm like, oh, you can also work backwards to how much that costs, right? What GPUs, how many hours. Open episode and seek to 1:18:46 AI Inside GPT-5.6 Broke Out and Hacked Hugging Face
I think that's part of it. And then when it gets, uh, for everyone so popular— whereas an American capitalist company will undercut themselves with a loss leader until they got you hooked, and then they raise the price. Play from 18:44 The AI Native Dev From Living Room Hack to 30 AI Agents at Cyera
The tools drive another set of constraints and determinism. So I like that you're sort of building that. And I love also, like, as we had conversations about this, it also sounds like you didn't set out to do this, but in practice, this also saves you substantial cost, because... Play from 37:40 Get the weekly AI conversation The week’s key ideas and podcast moments, delivered to your inbox.
