The AI conversation, week by week
18 AI-focused podcasts currently tracked18 AI podcasts

Currently tracking18 AI-focused podcasts

  • AI For Humans
  • AI Inside
  • AI Today Podcast
  • Eye on AI
  • Gradient Dissent
  • Interconnects
  • Last Week in AI
  • Latent Space
  • Machine Learning Street Talk
  • Me, Myself, and AI
  • No Priors
  • Practical AI
  • The AI Daily Brief
  • The AI Native Dev
  • The Artificial Intelligence Show
  • The Cognitive Revolution
  • The TWIML AI Podcast
  • Training Data

VAIBE tracks conversations across AI-focused podcasts to show what people are talking about now, and tracks how those conversations change week by week.

This week in AI conversations

Agents attention cooled while economics rebounded

Across 22 episodes from 13 contributing podcasts, agents fell 6.5 points to 8.7% while economics rose 5.2 points to 10.2%.

The TL;DR

What changed
Adoption Use Cases rose 3.3 points and Research fell 4.5 points.
Where it showed up
Adoption Use Cases, Research, and Safety & governance accounted for 59% of the relevant conversation across 24 episodes.
How to read it
Recurrence across podcasts does not mean agreement. The cited moments show the language behind each summary.

What’s hot this week

The ideas that came up most often, what changed, and why they mattered. Open any topic to see the podcast moments behind it.

  1. Adoption Use CasesPractical ways people and organizations are putting AI to work.Discussion of adoption use cases stayed near its recent level. It made up 32% of the conversation across 13 podcasts this week.About the same32% of this week · 13 podcasts
  2. ResearchNew models, training methods, benchmarks, and discoveries from AI labs.Discussion of research stayed near its recent level. It made up 15% of the conversation across 12 podcasts this week.About the same15% of this week · 12 podcasts
  3. Safety & governanceWays to reduce harm, set limits, test behavior, and govern how AI is used.Discussion of safety & governance grew compared with recent weeks. It made up 12% of the conversation across 11 podcasts this week.Gaining attention12% of this week · 11 podcasts
  4. EconomicsThe 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 12 podcasts this week.Gaining attention10% of this week · 12 podcasts
Showing 4 of 10 topicsView 6 more topicsShow fewer topics
  1. AgentsAI systems that can plan, use tools, and carry out multi-step tasks.Discussion of agents eased compared with recent weeks. It made up 9% of the conversation across 9 podcasts this week.Losing attention9% of this week · 9 podcasts
  2. Open ModelsAI models whose weights or code are available for others to use and adapt.Discussion of open models stayed near its recent level. It made up 5% of the conversation across 9 podcasts this week.About the same5% of this week · 9 podcasts
  3. RegulationLaws, rules, and government decisions about how AI may be built and used.Discussion of regulation stayed near its recent level. It made up 5% of the conversation across 7 podcasts this week.About the same5% of this week · 7 podcasts
  4. InfrastructureThe software and systems needed to build, deploy, and monitor AI.Discussion of infrastructure stayed near its recent level. It made up 4% of the conversation across 8 podcasts this week.About the same4% of this week · 8 podcasts
  5. HardwareThe chips, data centers, energy, and devices that AI depends on.Discussion of hardware stayed near its recent level. It made up 4% of the conversation across 5 podcasts this week.About the same4% of this week · 5 podcasts
  6. JobsHow AI is changing work, hiring, roles, and the skills people need.Discussion of jobs stayed near its recent level. It made up 3% of the conversation across 9 podcasts this week.About the same3% of this week · 9 podcasts
Back to all concepts
From Aug 3–9, 2026

About this Concept

Adoption Use Cases

Practical ways people and organizations are putting AI to work.

Trend this week

7 of 7 weeks tracked had mentions across multiple podcasts.

A closer read

What changed
Its share rose from 29.1% to 32.4%, with evidence across 13 podcasts.
Where it showed up
It appeared in episodes including “Thinking in Silico: Goodfire CTO Dan Balsam on Concept Manifolds & a $100...” and “Seedance 2.5 & The New Age of AI Video (w/ Theoretically Media)”.
How to read it
6 cited episodes from 6 podcasts are shown below. The topic appeared across 13 podcasts in the full analysis.

Podcast moments from the week

Moments are grouped by episode so repeated excerpts from one conversation do not look like separate sources.

12 quoted moments · 6 episodes · 6 podcasts

The Cognitive Revolution

Thinking in Silico: Goodfire CTO Dan Balsam on Concept Manifolds & a $1000/Month ML Research Agent

Open episode ↗
  1. A
    “Obviously, one of the big kind of received wisdoms of AI product development over the last couple years has been try to build something that will really work for the— with the next generation of models, even if it doesn't quite work yet.”

    ConceptAdoption Use Cases

    Report this moment
  2. A
    “are we still in that regime? And if so, is there Are there things that you're like wanting Opus 5.1 to be able— I, I don't know if you're even able to use Fable, interestingly enough, but is there something where you're like, I want my Opus 5.1 wishlist, I, I really hope it cl...”

    ConceptAdoption Use Cases

    Report this moment

AI For Humans

Seedance 2.5 & The New Age of AI Video (w/ Theoretically Media)

Play episode ↗
  1. B
    “You do not look as good as that. Yeah. And then the other side of that, if there's any kind of like product branding in there, or if it's seeing it as, as a real person, or if any one of those supermodel dudes have any—”

    ConceptAdoption Use Cases

    Report this moment
  2. B
    “At the top line, I don't. Um, I'm going to use the best product, um, that provides the best results. Like, there's no, uh, uh, as we, as we, as we said in the '90s, um, uh, information knows no, knows no borders. So, you know, um, no, I'm, you know, I'm gonna jack into the old...”

    ConceptAdoption Use Cases

    Report this moment
  3. A
    “Oh yeah, it's a good— it's not a terrible way to use AI video. I will say that. That's been my experience.”

    ConceptAdoption Use Cases

    Report this moment

The AI Daily Brief

Google’s AI Leadership Shakeup: Disaster or Exactly What It Needs?

Open episode ↗
  1. A
    “unbelievably powerful self-evident use case that for a ton of small business entrepreneurs who now make their living from Shopify shows just how valuable this technology can be”

    ConceptAdoption Use Cases

    Report this moment

Eye on AI

Why People Are Paying 10x More for AI | Sid Sheth, d-Matrix

Open episode ↗
  1. A
    “you have people who are not programmers who are now using Claude Code and are great programmers, right?”

    ConceptAdoption Use Cases

    Report this moment
  2. B
    “Or using it in sessions to brainstorm strategy, business strategy, or to change business processes. Do you use anything like that when you're Looking at the market, looking at your organization, trying to decide, you know, should I buy a rack scale company?”

    ConceptAdoption Use Cases

    Report this moment
  3. B
    “I've interviewed companies. There's one, Era Technologies, which builds essentially C-suite Copilot. And the idea is that a CEO will have this Copilot in his office and will be talking to it throughout the day.”

    ConceptAdoption Use Cases

    Report this moment

No Priors

Chasing Trillion-Dollar Companies, Founder Ambition, Token Budgets, and Regulatory Capture with Sarah & Elad

Play episode ↗
  1. B
    “we have companies in the portfolio that are going against like pretty central premises.”

    ConceptAdoption Use Cases

    Report this moment

Practical AI

Models, Harnesses, and Multi-Agent Systems

Open episode ↗
  1. C
    “you can start thinking about situations that you might've been afraid to use systems in before”

    ConceptAdoption Use Cases

    Report this moment
  2. C
    “There's a lot of people out there on LinkedIn calling themselves AI strategists and such. And if you fancy yourself with that title, then you've got to figure out how to apply these different resources to the needs of the business, given this very complex ecosystem. And so I t...”

    ConceptAdoption Use Cases

    Report this moment

Signals to keep watching

Topics whose movement across recent reports may matter beyond this week.

Safety & governance

Changed direction

Safety & governance reversed course

Its share fell from 16.5% last week to 11.7% this week, reversing the previous week's rise.

Share of this week’s podcast conversation

Recent weeks9.3%This week11.7%

Came up more often than in recent weeks.

Podcast moments5 cited moments

Adoption Use Cases

Changed direction

Adoption Use Cases rebounded

Its share rose from 29.1% last week to 32.4% this week, reversing the previous week's drop.

Share of this week’s podcast conversation

Recent weeks30.9%This week32.4%

Came up more often than in recent weeks.

Podcast moments5 cited moments

Economics

Changed direction

Economics rebounded

Its share rose from 5% last week to 10.2% this week, reversing the previous week's drop.

Share of this week’s podcast conversation

Recent weeks6.9%This week10.2%

Came up more often than in recent weeks.

Podcast moments5 cited moments

Agents

Losing attention

Agents cooled

Its share fell from 15.2% last week to 8.7% this week.

Share of this week’s podcast conversation

Recent weeks14.8%This week8.7%

Came up less often than in recent weeks.

Podcast moments5 cited moments

Research

Losing attention

Research cooled

Its share fell from 19.3% last week to 14.8% this week.

Share of this week’s podcast conversation

Recent weeks16.4%This week14.8%

Came up less often than in recent weeks.

Podcast moments5 cited moments

Infrastructure

Gaining attention

Infrastructure gained ground

Its share grew from 0.7% last week to 3.8% this week.

Share of this week’s podcast conversation

Recent weeks3.7%This week3.8%

Came up about as often as in recent weeks.

Podcast moments4 cited moments

Stay in the current

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