About this Concept
Adoption Use Cases
Practical ways people and organizations are putting AI to work.
Trend this week
New this weekof conversation
1 of 1 published week met the cross-podcast threshold.
16quoted moments6episodes4podcasts discussing this topic
A closer read
- What changed
- This was its first published appearance at 30.1% of the conversation, with evidence across 14 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 4 podcasts are shown below. The topic appeared across 14 podcasts in the full analysis.
Podcast moments from the week
Machine Learning Street Talk
The Thermodynamic AI Computing Chip - Thomas Ahle
“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...”
Open episode and seek to 19:57ConceptAdoption Use Cases
Report this moment“And eventually you'll come into the landing track and it works really well.”
Open episode and seek to 41:12ConceptAdoption Use Cases
Report this moment“Yeah, I was thinking about, there is this older tweet by Elon Musk. I don't know if people were laughing at him. I mean, I don't know, he tweets a lot, but He was saying, why don't LLMs just write the binaries directly or the assembly?”
Open episode and seek to 41:53ConceptAdoption Use Cases
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The AI Daily Brief
The Capability Overhang Playbook
“Okay, so the setup and premise is clear. We're in a forced AI pause, but we're in a forced AI pause where we are all already dealing with the capability overhang. So what can you do and what can your organization do to close that overhang? What follows is all just my ideas for...”
Open episode and seek to 04:53ConceptAdoption Use Cases
Report this moment“Now, we do have our new website where each of the episodes is chunked into highly shareable little cards, but the next step is to wire that together with an agentic system for distributing that out into the world. So that's the type of thing that I'm going to be thinking about...”
Open episode and seek to 06:10ConceptAdoption Use Cases
Report this moment“The personal context portfolio builder is going to allow you to interact with an agent that through the interview will be building out a set of context documents, which then you can share with any new AI tool or agent you're using.”
Open episode and seek to 07:11ConceptAdoption Use Cases
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The AI Daily Brief
The Ad Hoc AI Licensing Regime
“I think we're going to see a lot more experimentation and discussion around the idea of AI as moving to multiplayer in the coming weeks.”
Open episode and seek to 04:39ConceptAdoption Use Cases
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The Cognitive Revolution
AI:AM #4: Cameron on Model Consciousness, Duvenaud's Gradual Disempowerment, swyx's AI-Eng Alpha
“Creating evals that reflect the problems that they have but are not solved, that are all private, is good for them Good for business, good for the industry.”
Open episode and seek to 55:43ConceptAdoption Use Cases
Report this moment“Quite simply, it just takes one security incident where you leak information that you weren't supposed to leak because you trained on customer data. Or my information was somehow exposed to my teammate's information, even though if we work in the same team, I'm like, wait, wai...”
Open episode and seek to 1:03:53ConceptAdoption Use Cases
Report this moment“The company should have a sovereign system of record, not the individual SaaSes, like, because like, ultimately, like a lot of the SaaS economy is built on, we will sit on this, we will be a system of record for this kind of data. data, like your meeting notes, your calendar, ...”
Open episode and seek to 1:09:54ConceptAdoption Use Cases
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The AI Daily Brief
Botsitting: The Work Draining AI Gains
“Now, one of the things that you may or may not have noticed this year is that I've done a little bit less coverage of studies from, for example, consulting firms or enterprise-focused research houses. And there is an actual specific reason for that. There's actually a couple o...”
Open episode and seek to 01:15ConceptAdoption Use Cases
Report this moment“I disagree with the report's key argument about why only 13% of those workers say their organization is performing better”
Open episode and seek to 02:30ConceptAdoption Use Cases
Report this moment“My position is that even if they weren't spending those 6.4 hours a week bot sitting, you still wouldn't see a direct translation from individual productivity to organizational performance.”
Open episode and seek to 03:56ConceptAdoption Use Cases
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AI Inside
Liz Reid on What Publishers Get Wrong About AI
“And so, at some level, you know, I think of keyword ease as kind of like you had this question in your mind, and then it was your job to translate it to the computer so the computer could understand.”
Play from 07:13ConceptAdoption Use Cases
Report this moment“Liz, I'm fascinated with the notion that search has now expanded so much. And it started with a keyword, search for this word and find it, right? And then it became most recently, I think, questions. And people— I'm in the habit now of asking it questions because I know I'm go...”
Play from 05:53ConceptAdoption Use Cases
Report this moment“Obviously, bugs happen and everything like that. Totally understandable. Something like that was a pretty low-impact thing. I mean, maybe a lot of people saw it, but it wasn't the worst outcome in the world. It was just kind of hilarious.”
Play from 49:23ConceptAdoption Use Cases
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