About this Concept
Adoption Use Cases
Practical ways people and organizations are putting AI to work.
Trend this week
of conversation
2 of 2 weeks tracked had mentions across multiple podcasts.
14quoted moments6episodes4podcasts discussing this topic
A closer read
- What changed
- Its share fell from 30.1% to 27.8%, with evidence across 12 podcasts.
- Where it showed up
- It appeared in episodes including “Big Pharma Fails 50% of the Time in Phase Three. AI Can Fix That | Vin Si...” and “Intelligence on the Edge: Liquid AI's Ramin Hasani on the Search for Devi...”.
- How to read it
- 6 cited episodes from 4 podcasts are shown below. The topic appeared across 12 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.
Eye on AI
Big Pharma Fails 50% of the Time in Phase Three. AI Can Fix That | Vin Singh, BullFrog AI
“Yeah. And also, you're talking about big pharma, but what's happening are there are smaller companies, labs that are developing molecules or drugs, and they bring them all the way up through phase 1, phase 2 trial, and then sell them to big pharma. Is that affecting that strat...”
ConceptAdoption Use Cases
Report this moment“We discovered the biological drivers of those diseases. We believe we've discovered the genes that drive depression”
ConceptAdoption Use Cases
Report this moment“And, I had relationships with Johns Hopkins University. I did my MBA there and I was a mentor in residence. As well. And, you know, I was hunting around and it turned out that they had a subsidiary called the Applied Physics Lab or APL. And, you know, one thing led to another ...”
ConceptAdoption Use Cases
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The Cognitive Revolution
Intelligence on the Edge: Liquid AI's Ramin Hasani on the Search for Device-Native Foundation Models
“We are ranked number 5, actually, in the US from the number of downloads. the popularity perspective, we have over 1 million downloads per week on Hugging Face. That's a lot of downloads of these small models that we are building. They're very popular. The top ones from the US...”
ConceptAdoption Use Cases
Report this moment“Okay, so let's fast forward to the present. You guys are now in the market working with customers. One notable conversation I heard with one of your customers was with the CTO of Shopify, by on the Latent Space podcast, who had some very good things to say about you and your t...”
ConceptAdoption Use Cases
Report this moment“Yeah, 100%. Think about places where you have to bring in latency to, you know, like computation has to happen like in microseconds. So you cannot really afford to have like larger computational complexity. You want to have the most simple type of system that actually handles ...”
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The AI Daily Brief
The Big Ways AI Just Changed
“Uber made headlines when it set a $1,500 per month cap on AI spend. And these stories and the others like them reinforced the idea that token efficiency and token discipline were going to become important new aspects of the AI landscape, particularly in the enterprise. And sta...”
ConceptAdoption Use Cases
Report this moment“Now, obviously one of the big themes of 2026 has been harness engineering, kicking off from OpenCLAW and running right on through. So in some ways that's nothing new, but there were a slew of new features and announcements and experiments that really put a fine point on all of...”
ConceptAdoption Use Cases
Report this moment“Fable 5 was the first model that made it feel fairly insignificant, not only to start those big coding projects, but to just finish them as well.”
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The AI Daily Brief
AI Companies Are Hiring More
“Elvis Sun wrote, Fable 5 is so effing good. Here's everything I did in the last 2 hours: 1. Audit my business, found 3 high ROI tactical things to work on, mostly narrowing down on retention and acquisition levers. 2, solved my hardest backend problem that Codex and Opus were ...”
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Eye on AI
AI Agents Are Failing and It's Almost Never the Model's Fault | Alberto Pan, Denodo
“The adoption by enterprise of both generative AI and agentic AI has been much slower than a lot of people anticipated. They don't trust the AI.”
ConceptAdoption Use Cases
Report this moment“Most companies, most organizations, as you know, during the last 2 years, they have been doing pilots around AI, right?”
ConceptAdoption Use Cases
Report this moment“How long is it going to be before all large enterprises are using agentic AI and all relevant processes.”
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No Priors
How Nuclear Will Unlock Energy Abundance with Valar Atomics Founder Isaiah Taylor
“instead, that human will be able to coordinate hundreds of robots, right? So their personal output will go from picking up an object and putting it onto a tray to essentially picking up 100 objects”
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