Research accounted for 24% 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.
In the discussion
Interesting. So you feel like the— so yeah, I guess how would you characterize the gap between American API models, Claude perhaps specifically, and a DeepSeek? We hear, we're, I think we kind of go through these cycles, right? Where it's like, oh, the gap is closed. Oh, maybe...
Ways to reduce harm, set limits, test behavior, and govern how AI is used.
Trend this week
About the same11%of conversation
8 of 8 published weeks met the cross-podcast threshold.
7quoted moments6episodes6podcasts discussing this topic
A closer read
What changed
Its share fell from 11.7% to 11.1%, with evidence across 9 podcasts.
Where it showed up
It appeared in episodes including “Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses” and “What Chess.com Teaches US About Superhuman Capabilities, with CEO Erik Allebest”.
How to read it
6 cited episodes from 6 podcasts are shown below. The topic appeared across 9 podcasts in the full analysis.
Podcast moments from the week
7 quoted moments · 6 episodes · 6 podcasts
The Cognitive Revolution
Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses
“I'm like optimistic that even if they were to train in some sort of 2027, you become an evil AI, that we'd be able to sniff that out and keep that to a manageable risk level.”
“there's humans in the loop that are ultimately responsible for yes, no, and this is going out the door. Even if it's straight-through processing, there's still humans that are observing that. So there's humans there looking at it. To the automations that we build in, where we'...”
“Right? And that's the 3 layers that we now have to think about. for that purpose gives you access to do what thing. And that's— those are the layers of complexity. And if you think of it from that perspective, that's how the layer of the complexity of identity systems have— th...”
“They apparently did claim that Astra was not involved in the Hugging Face incident, but who knows. So Paul, where, where are we at on this? I mean, it sounds like they're delaying this not because it needs more work from an intelligence perspective, but from a safety one.”
test the theory that Kimi K3 and GLM 5.2 had reached frontier performance at a fraction of the cost. In practice, what the study found was that at least for this use case, they were both around the same level as Sonnet 5 and much more expensive than GPT-5.6 SOL.
Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses
One big question that brings to mind is how you are managing caching. And then caching is, of course, is just one, you know, angle on managing cost in general. So maybe we could expand beyond caching and talk about cost management.
Its share fell from 32.4% last week to 29.7% this week, reversing the previous week's rise.
Share of this week’s podcast conversation
Recent weeks31.9%→This week29.7%
Came up less often than in recent weeks.
Podcast moments5 cited momentsViewClose
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.
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...
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.
Its share rose from 14.8% last week to 23.6% this week, reversing the previous week's drop.
Share of this week’s podcast conversation
Recent weeks17.2%→This week23.6%
Came up more often than in recent weeks.
Podcast moments5 cited momentsViewClose
The Cognitive Revolution
Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses
Interesting. So you feel like the— so yeah, I guess how would you characterize the gap between American API models, Claude perhaps specifically, and a DeepSeek? We hear, we're, I think we kind of go through these cycles, right? Where it's like, oh, the gap is closed. Oh, maybe...
Hop. Fine-tuning as a dimension in this whole model situation. This is another thing, if I go back in time, I'm like, I definitely expected a lot more fine-tuning than we are getting.
what does it even mean to be a frontier lab if DeepMind is not a frontier lab? I would have just assumed that they are, but like, what does that even mean? I don't know.
Lindy Teammate: Flo Crivello on Multiplayer Agents, Memory & Why He'd Ban the Chinese Models He Uses
I think like what we are releasing today is called Lindy teammate. It is an AI employee that lives in your Slack, connects to all of your tools, accumulates your entire teams context. And it's really like a team scaffold. I think like AI right now is in the middle of making th...
