About this Concept
Adoption Use Cases
Practical ways people and organizations are putting AI to work.
Trend this week
of conversation
8 of 8 weeks tracked had mentions across multiple podcasts.
16quoted moments6episodes5podcasts discussing this topic
A closer read
- What changed
- Its share fell from 32.4% to 29.7%, with evidence across 13 podcasts.
- Where it showed up
- It appeared in episodes including “The New Problems AI Is Creating (And How People Are Solving Them)” and “Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban...”.
- How to read it
- 6 cited episodes from 5 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.
The AI Daily Brief
The New Problems AI Is Creating (And How People Are Solving Them)
“In fact, if anything, the speed with which organizations are adapting to this being the new challenge set should be extremely encouraging for the corporate sector overall.”
ConceptAdoption Use Cases
Report this moment“you better believe that this type of policy is going to show up at a lot more organizations in the weeks to come.”
ConceptAdoption Use Cases
Report this moment“the more templates other companies are going to have and the easier it's going to be to answer the actual challenges that are emerging”
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The Cognitive Revolution
Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses
“Just for calibration, how many tokens are you finding businesses have? Like when you say with these 2 levels, you can get to 2 billion tokens. I don't have a great intuition for, does that cover a 20-person team? Does it cover a team that's been in business for 5 years? What's...”
ConceptAdoption Use Cases
Report this moment“That said, now think of a company that's got, you know, 3 to 7 hours of meetings per day per employee, you know, times 2,000 employees. That, that is, that meetings are when you really start to rack up tokens really, really quickly.”
ConceptAdoption Use Cases
Report this moment“The smaller organizations are going to be at an advantage, both because they are going to be able to short-term figure out this AI-native organization”
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The AI Daily Brief
Grok 4.6 Shows How Fast Your AI Options Are Expanding
“incredible efficiency gains from their use of AI in chip design”
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No Priors
What Chess.com Teaches US About Superhuman Capabilities, with CEO Erik Allebest
“one thing that I do think AI is so great at, is like you can literally get into whatever AI program you're using and you can start researching something and it can walk you through and it can help you get exposure to ideas, refine ideas.”
ConceptAdoption Use Cases
Report this moment“for people who use it well, like you can deep dive into subjects and learn and train like at a tremendous pace.”
ConceptAdoption Use Cases
Report this moment“AI can be infused into the product in a positive way to kind of help you on your chess journey”
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Eye on AI
American Companies Have 36 Months to Go AI-Native or Get Left Behind | Drew Cukor, TWG AI
“You think it's important that enterprises throughout the economy adopt AI in order to keep ahead of China. But can you talk about what are the risks?”
ConceptAdoption Use Cases
Report this moment“I want to help legacy companies that have amazing balance sheets, have fantastic intellectual property, And I want to help them basically emerge AI native in a very defined period of time”
ConceptAdoption Use Cases
Report this moment“You see pretty miraculous stuff. You're playing now with Claude Code. You're able to do some vibe coding, even spin up some complicated workflow work.”
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The Artificial Intelligence Show
#231: How Zapier Is Building an AI Marketing Brain
“At the moment, I don't feel like learning the next tool or the next thing is where I need the team to go. You've learned what you need to learn at this point. Now, are you gonna take it upon yourself to change the way you work or not?”
ConceptAdoption Use Cases
Report this moment“That's awesome. So it sounds like February or so, beginning of 2026 is kind of this Code Red, then rolling out specifically, it sounds like Cursor, which is an agentic coding tool, but used often by non-coders to be able to do things like loops, automations, workflows, agentic...”
ConceptAdoption Use Cases
Report this moment“Everyone on the marketing team, everyone from our product marketers to our brand designers, yeah.”
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