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← Prometheans 100+ Kanjun Qiu

Imbue CEO, building AI that reasons

Kanjun Qiu

CEO & Co-Founder — Imbue

Profile

Kanjun Qiu is the co-founder and CEO of Imbue, an independent AI research lab betting that the path to useful agents runs through genuine reasoning — not bigger pattern matchers. She started the company with Josh Albrecht in 2021 as Generally Intelligent, then rebranded to Imbue in 2023 when it raised a $200M Series B at a $1B+ valuation, led by the Astera Institute with participation from Nvidia and others. The round came with access to a 10,000 H100 cluster — serious compute for a lab that isn’t chasing the frontier-model arms race.

Her path here is unusual. She studied computer science at MIT, worked at the MIT Media Lab, and paid her way through school writing high-frequency trading algorithms. She was the first chief of staff at Dropbox as it scaled from 200 to 1,200 people, co-founded the VR/laser-projector startup Ember, then founded Sourceress, an ML-powered recruiting startup. That mix — operator, researcher, founder — shows up in how Imbue is organized: deeply technical, but obsessed with the human side of what agents are supposed to do.

The substantive output so far is a 70B reasoning-and-coding model trained from scratch in early 2024 that roughly matched Llama 3 70B on reasoning benchmarks despite using 7x less data. More importantly for developers, Imbue open-sourced the infrastructure scripts, evaluation datasets (including a new CodeComprehension benchmark), and their hyperparameter optimizer CARBS. The 70B research series is one of the most detailed public write-ups of what it actually takes to train a large model — bare metal to benchmarks.

Beyond Imbue, Qiu is a GP at Outset Capital alongside Albrecht and Ali Rohde, backing early-stage AI founders. She writes publicly at kanjun.me about intelligence, institutions, and what it means to build tools that actually extend human agency. Her thesis — that agents today are stuck in the “bare metal phase,” and that reasoning, not scale, is the bottleneck — is one of the more coherent counter-narratives to the pure-scaling view.

Key Articles & Papers

Introducing Imbue: $200M to build AI that can reason and code 2023 — The company's founding manifesto — why reasoning-first agents matter and what the bet looks like. Training a 70B model from scratch: open-source tools, evaluation datasets, and learnings 2024 — The overview of Imbue's end-to-end training run and the resources they released — the closest thing to a public playbook for training a reasoning-oriented 70B model. From bare metal to a 70B model: infrastructure set-up and scripts 2024 — Brutally practical write-up of standing up a 10,000-H100 cluster. Essential reading if you want to understand what training actually involves. Sanitized open-source datasets for natural language and code understanding 2024 — How Imbue cleaned 11 popular reasoning benchmarks and built CodeComprehension — a lesson in why most public evals leak. CARBS: scaling hyperparameter optimization to 70B-parameter models 2024 — Open-sourced cost-aware hyperparameter optimizer that lets small experiments predict large-model behavior.

Videos

YouTube video

Spotify Podcasts

Kanjun Qiu and Josh Albrecht: Generally Intelligent
Kanjun Qiu and Josh Albrecht: Generally Intelligent
Imbue CEO Kanjun Qiu on Transforming AI Agents Into Personal Collaborators - Ep. 239
Imbue CEO Kanjun Qiu on Transforming AI Agents Into Personal Collaborators - Ep. 239
The future of AI is human-centered, with Kanjun Qiu
The future of AI is human-centered, with Kanjun Qiu
 What's Left for Humans When AI Builds Everything?
What's Left for Humans When AI Builds Everything?
The AI industry is at a major crossroads
The AI industry is at a major crossroads
142开缘簿千金喜舍金
142开缘簿千金喜舍金
德云社相声《开买卖》康松广 靳佩良
德云社相声《开买卖》康松广 靳佩良
Cajun Knight Live 39
Cajun Knight Live 39
Cajun Knight Live 31
Cajun Knight Live 31
Cajun Knight Live 22
Cajun Knight Live 22
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