Kanjun Qiu, co-founder of Imbue, explains how hierarchical agent architectures achieve general capabilities without requiring individual models to be universally capable.
“You can kind of have this like more general reasoning layer and also a bunch of sub-agents where it, that, That general reasoning layer is actually very specific. It's a specific planner. It's not that good at, like, browsing the web and things like that, but the system itself altogether is more general as a result.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Kanjun Qiu
PredictionNot checkable as stated
Qiu: Pragmatic, smaller models will eventually address the majority of AI workflows
“And I suspect we're going to see something similar where a lot of use cases are going to be able to be addressed by something pretty pragmatic and relatively small.”
Kanjun QiuNov 16, 2023▶ 10:19No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
Insight
Qiu: Training a giant monolithic model does not magically solve agent reliability
“It's not like, oh, magical, you know, we train a giant model and stick everything into it and then magically it works. Like it does not work. It'll get better at random parts of the agent loop, but that's not what we want.”
Kanjun QiuNov 16, 2023▶ 15:06No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
AssertionNot checkable as stated
Qiu: Imbue trains state-of-the-art AI models with only 13 or 14 people
“We're kind of like training state, state of the art models with like 14, 13 people.”
Kanjun QiuNov 16, 2023▶ 25:54No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
Opinion
Qiu: Self-supervised AI may learn representations akin to human cognition
“There's something really interesting here where maybe machines are learning the same kinds of representations or similar representations to what humans are learning. And maybe they can get to a point where they can actually do the types of things that humans a…”
Kanjun QiuNov 16, 2023▶ 2:09No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
PredictionNot checkable as stated
Qiu: Software output will explode as programming democratizes to non-coders
“Software is just dramatically underwritten because it's so hard to write code today. So, you know, as we said in the future, like, computers will be able to be programmed by regular people. What that means is, like, we're gonna write way, way, way more softwar…”
Kanjun QiuNov 16, 2023▶ 30:31No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
Insight
Qiu: Autonomous AI agents represent a calculator-to-computer leap in technology
“The diff between this, where we are today, and that is kind of like the diff between the first calculator and where computers are today.”
Kanjun QiuNov 16, 2023▶ 3:47No Priors Ep. 41 | With Imbue Co-Founders Kanjun Qiu and Josh Albrecht
Made with StarZero
Turn any episode into a week of clips.
This entire site, over 100 episodes transcribed, diarized, checked and made playable,
runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the
moments worth sharing, cuts them, captions them, and reframes them for every feed.
We use essential cookies to make the site work. With your permission we
also use analytics cookies (Google Analytics and Mixpanel) to understand
usage and improve StarZero. See our Cookie Policy.