Research accounted for 13% of the relevant conversation across 23 episodes.
How to read it
Recurrence across podcasts does not mean agreement. The cited moments show the language behind each summary.
In the discussion
Well, I want to qualify that because Yes, in the specific sense that the assumptions on which the proof is grounded are going to be purely symbolic, kind of comprehensible scientific models. But the proof, which, as I said, could be incomprehensibly complex, could involve neur...
The software and systems needed to build, deploy, and monitor AI.
Trend this week
About the same6%of conversation
3 of 3 published weeks met the cross-podcast threshold.
14quoted moments6episodes6podcasts discussing this topic
A closer read
What changed
Its share fell from 8.3% to 6.2%, with evidence across 7 podcasts.
Where it showed up
It appeared in episodes including “Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%” and “ChatGPT Just Became a Work Agent”.
How to read it
6 cited episodes from 6 podcasts are shown below. The topic appeared across 7 podcasts in the full analysis.
Podcast moments from the week
14 quoted moments · 6 episodes · 6 podcasts
The Cognitive Revolution
Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%
“Essentially, this is an independent oversight and advisory board that sits on top of Anthropic's normal board of directors. Importantly, the Benefit Trust has the power to elect or remove one member of the corporate board, which escalates to 2 and then 3 according to time and ...”
“Now overall, the sentiment towards FiveSix SOL is extremely positive, and it feels to me like to some extent it's also being the beneficiary of the fact that heading into the Fable 5 ban, OpenAI kind of had all the momentum when it came to the most enfranchised AI users. Codex...”
“Awesome. That's, I think, a great one to start with. And thank you for inviting me on the show. I appreciate the opportunity. So I co-founded ZenML. about 5 years ago. So this was really almost at a point where MLOps was really reaching fever pitch on, there was all sorts of c...”
“So I think if anything, even if you throw away every other tool that we ever used in MLOps, the principles and the learnings that we took from productionalizing these applications at scale still translate and are being rediscovered even at the AIE Worlds where I sometimes hear...”
“Yeah. So, so the first thing is you need to pick your harness or you need to give your teams the ability to create, you know, using an agentic framework, whatever, let's say you're using LangGraph or Pydantic AI or something like that. Then you need to deploy it onto some comp...”
“There's a lot that we're learning from this paper in terms of the algorithmic improvements that make this thing tick. So you mentioned, you know, massive model, 1.6 trillion parameters, 48 billion activated per token. I mean, 48 billion. I remember when 48 billion parameters f...”
“And break it up into different subproblems that you can farm out to different GPUs. And traditional version of this is like, you know, data parallelism, for example, you take all the prompts that are coming in, you give some prompts to some machines and other prompts to other ...”
“And so you can't hold them all in memory on one machine. And so now it's like just every end of incremental GPU is holding such a small fraction of the problem. This thing really is starting to look like a hive. It only makes sense when you zoom out and kind of look at it at m...”
“Yeah, that's the idea. And so I guess when you mentioned colocation, that's another interesting thing where one thing we've seen is people come to us when they want very specifically located CPUs or GPUs. Like they want—”
“I actually first met Eric, who's the CEO, through an investor. And back then, Eric was already thinking about building a new kind of runtime. And he got there thinking through why are workflow orchestration products so hard to use? It's because you have to run them on Kubernet...”
Its share fell from 21.6% last week to 13.1% this week, reversing the previous week's rise.
Share of this week’s podcast conversation
Recent weeks20.1%→This week13.1%
Came up less often than in recent weeks.
Podcast moments5 cited momentsViewClose
The Cognitive Revolution
Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%
Well, I want to qualify that because Yes, in the specific sense that the assumptions on which the proof is grounded are going to be purely symbolic, kind of comprehensible scientific models. But the proof, which, as I said, could be incomprehensibly complex, could involve neur...
We, we are tapping into that a little bit. So there, there's a, a proof assistant called Colon, which is actually on GitHub. Again, it's like very, very early, but it's starting to be coded now. And that's gonna be the proof assistant for Safeguarded AI. It's kind of a databas...
Sources said the platform was rolled out internally in June. However, it's still unclear whether it will get the green light for a public release or when that would happen. Certainly, the product suggests that Cursor, now part of SpaceX AI, is looking to grow beyond their trad...
OpenAI has released ChatGPT Work, and we are going to talk about what that means in first impressions. But first, let's finally catch up on the now fully released GPT-5.6 model family. Now, this is the first time that OpenAI has split their model family into a set of classes. ...
OpenAI's GPT-5.6 Sol Is Here. And It's Really Freaking Good.
All right, we're gonna do a quick look at some of the basics here. Uh, 5.6 Pro SOL is out along with Terra and Luna. Now, SOL is only available for paid users. Terra and Luna will be available for free. That is kind of the medium and low. It's kind of imagine in the Claude wor...
Its share rose from 2.6% last week to 9.2% this week, reversing the previous week's drop.
Share of this week’s podcast conversation
Recent weeks9.6%→This week9.2%
Came up about as often as in recent weeks.
Podcast moments5 cited momentsViewClose
The Cognitive Revolution
Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%
Yeah. So I would say overall program of guaranteed safe AI has a bunch of agendas within it. Safeguarded AI is one of those agendas. That's the name of the program that Nora now leads, and the concept there is not that we would prove that some AI is safe, but that we would tak...
But I guess at least we have a clear articulation of what they stand for and something to build from in their conversations with the government. Speaking of the overlap between the government and AI, Anthropic has appointed former Fed Chair Ben Bernanke to the board of their l...
Its share rose from 27.8% last week to 32.2% this week, reversing the previous week's drop.
Share of this week’s podcast conversation
Recent weeks29.0%→This week32.2%
Came up more often than in recent weeks.
Podcast moments5 cited momentsViewClose
The Cognitive Revolution
Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%
Very interesting. On the market question, how do you— of course, everybody's using agents these days, right? I've got my little roster of agents on a couple of computers here at home.
Okay, great news. How much— it sounds like a lot of this does depend on— and this isn't like a crazy leap to make, but it sounds like you're envisioning a world where there's a broadly diffused and quite diverse and potentially full of all kinds of problematic AIs in a kind of...
Today on the AI Daily Brief, how to help people thrive with AI. The AI Daily Brief is a daily podcast and video about the most important news and discussions in AI. All right, friends, quick announcements before we dive in. First of all, thank you to today's sponsors, Robots a...
This isn't surprising when you find out that only 30% of employees at organizations with AI agents have actually received agentic training. Now, this study is the latest to show this sort of detail, but is far from the only one out there telling this story. Where we're going t...
And to recap, the big takeaway is that we now have 2 frontier models that perform very differently. Broadly speaking, the early consensus is that Fable 5 is the big model for massive long-running tasks. especially ones where there can be a lot of autonomy, while GPT-5.6 SOL is...
OpenAI's GPT-5.6 Sol Is Here. And It's Really Freaking Good.
I am very excited to see what this model, a really, really big model, looks like when it's hosted on Cerebras. Because I think that's gonna start changing the vibe of how you make stuff.
AI:AM Highlights: Exploring the J-Space, AI Superforecasters, SambaNova's Chips, & LTX Video Gen
Because as the models get bigger, you now need to move the weights and of course what we call the KV cache into the compute units. And that is essentially a data movement problem, right? And it's a data movement problem from the memory to the compute units. And it's a data mov...
It's a classic idea from computer architecture, pipelining and the use of a memory hierarchy to move the data when you need it to where you need it at the right time. And so the nice thing about these AI models is that you do have a graph of computation. And the whole idea of ...
So it's been over half a year. Kind of surprising that they haven't doubled down initially. It was a big deal, but regardless, makes sense that we have a new generation here. And now to applications in business. First up, we've got Etched pools 400+ engineers from NVIDIA, TSMC...
Essentially, this is an independent oversight and advisory board that sits on top of Anthropic's normal board of directors. Importantly, the Benefit Trust has the power to elect or remove one member of the corporate board, which escalates to 2 and then 3 according to time and ...
Awesome. That's, I think, a great one to start with. And thank you for inviting me on the show. I appreciate the opportunity. So I co-founded ZenML. about 5 years ago. So this was really almost at a point where MLOps was really reaching fever pitch on, there was all sorts of c...
So I think if anything, even if you throw away every other tool that we ever used in MLOps, the principles and the learnings that we took from productionalizing these applications at scale still translate and are being rediscovered even at the AIE Worlds where I sometimes hear...
Its share grew from 13.3% last week to 17.4% this week.
Share of this week’s podcast conversation
Recent weeks10.6%→This week17.4%
Came up more often than in recent weeks.
Podcast moments5 cited momentsViewClose
The Cognitive Revolution
Alignment with Awakening: Davidad on Moral Realism, AI Wisdom, & why His p(Doom) is Down to 5%
Yeah. And there's just also, they're going to be agents in the economy, and the economy is fundamentally competitive. And if you are not kind of set up to play some of these games, you're going to be the one taken advantage of, right? If only by humans in today's world. One of...
One of my predictions coming into 2026 was that we would start to see a role that I loosely called internally deployed vibe coders. Obviously, there is a huge trend towards forward deployed engineers where companies who are provisioning AI are also placing engineers inside the...
Today, 99% of our engineers use AI tools, more than 70% of pull requests are attributed to local or cloud agents, and our engineers have built 2,500+ agent skills across the software development lifecycle. Those numbers are exciting, but they led us to a much bigger question: ...
Today on the AI Daily Brief, more new models plus a big harness update from OpenAI. And before that in the headlines, Cursor also appears to be developing a harness to go after the larger knowledge work sector. The AI Daily Brief is a daily podcast and video about the most imp...
