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Andrew Lee

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Anthropic

“In the case of Anthropic, we're using five-minute caching, and so it doesn't stick around very long.”

The Cognitive Revolution · 15 May 2026

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What Andrew said.

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02 / evaluation

The number one reason that they do that is because they already have a max plan, and they don't want to have to spend additional money on tasks.

“The number one reason that they do that is because they already have a max plan, and they don't want to have to spend additional money on tasks.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

03 / evaluation

And usually the answer is no. And I think the ones that we've, like Kimi, DeepSeek, and Google, and plus obviously OpenAI are the ones where like, Okay, actually this is pretty close to the frontier, so it's worth doing.

“And usually the answer is no. And I think the ones that we've, like Kimi, DeepSeek, and Google, and plus obviously OpenAI are the ones where like, Okay, actually this is pretty close to the frontier, so it's worth doing.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

04 / evaluation

We've also rethought the way our integrations work. So this is something I think for a product experience that maybe doesn't look terribly different to folks, but the basic architecture of how we plug in other systems to the Tasklet agents has been completely rethought, basically to allow the agent to have sort of more control and management of like, those connections.

“We've also rethought the way our integrations work. So this is something I think for a product experience that maybe doesn't look terribly different to folks, but the basic architecture of how we plug in other systems to the Tasklet agents has been completely rethought, basically to allow the agent to have sort of more control and management of like, those connections.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

05 / evaluation

The reason we started on Anthropic and I've been so Anthropic focused for so long was just that the basic core of our agent, like the ability for it to navigate through a discovery process of connections and activate the right tool in your agents and then manage its context the way we manage its context, just the core inner workings requires kind of a base level of intelligence that the other models just couldn't do.

“The reason we started on Anthropic and I've been so Anthropic focused for so long was just that the basic core of our agent, like the ability for it to navigate through a discovery process of connections and activate the right tool in your agents and then manage its context the way we manage its context, just the core inner workings requires kind of a base level of intelligence that the other models just couldn't do.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

06 / evaluation

The reason our context manager is built the way it is is because you want to have triggers as sort of regular messages into the agent, which means these agents, if you have an agent that's running a trigger every time you get an e-mail, that agent might fire 10,000 times this year.

“The reason our context manager is built the way it is is because you want to have triggers as sort of regular messages into the agent, which means these agents, if you have an agent that's running a trigger every time you get an e-mail, that agent might fire 10,000 times this year.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

07 / evaluation

from a competitive position, like, you know, is there concern here that like OpenAI isn't going to like own the user relationship and, you know, if they already have an OpenAI account, why do they have an account with us? I think we are maybe a little more concerned now than we used to be.

“from a competitive position, like, you know, is there concern here that like OpenAI isn't going to like own the user relationship and, you know, if they already have an OpenAI account, why do they have an account with us? I think we are maybe a little more concerned now than we used to be.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution

08 / evaluation

Yeah, so caching has actually become a much bigger deal because now that the real context is in the file system, there's just a lot more tool calls that need to be done to do the basic operations of the agent because you're loading in a bunch of files and stuff.

“Yeah, so caching has actually become a much bigger deal because now that the real context is in the file system, there's just a lot more tool calls that need to be done to do the basic operations of the agent because you're loading in a bunch of files and stuff.”
Speaker
Andrew Lee
Publisher
The Cognitive Revolution
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