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Visions of AI: Personal Intelligence

Igor Babuschkin, a co-founder of xAI, has launched River AI, a startup building an open-source personal AI stack that adapts to users, with General Catalyst as a lead investor in its Seed/Series A round. The company aims to give users full ownership of the hardware, data, and intelligence, contrasting with corporate chatbots. River AI is part of a wave of AI labs raising capital quickly, and its approach emphasizes open-weight models and continual learning.

read2 min views1 publishedAug 13, 2026
Visions of AI: Personal Intelligence
Image: Machinebrief (auto-discovered)

AI Supremacy Igor Babuschkin's new startup profiled. Issue #1

Good Morning,

  • Visions of AI* is a new feature format I’m experimenting with that will amount to a short profile on an AI or emerging tech startup. The cadence of this style of article is unknown as of yet, but there are a lot of fascinating startups I want to share about. This is designed to be light evening reading to go out at a time-slot of 8 pm EST.

Not that many AI researchers have worked at Google DeepMind, OpenAI, xAI and started their own companies. Igor Babuschkin in 2026 is the founder of River AI. River is building a stack for personal AI that is both open-source and adapts to you. This is a bit like the holy grail of personalization combined with all the recent advances in AI.

I actually find myself attracted to the philosophy and goal of the startup:

We imagine a future where your AI works entirely for you and deeply aligns with your values. Compared to the corporate chatbots of today, it will feel completely different: responsible, curious, and truly yours. Most importantly, you'll own everything: the hardware it runs on, the data it learns from, and the intelligence itself.

This has legit open-source vibes to me and the interview with the lead investor General Catalyst felt authentic:

The interview is with Hemant Taneja, the CEO of General Catalyst, one of the lead investors of the Seed/Series A.

Chapters02:22 — Co-Founding xAI04:36 — An AI Experience You Own05:59 — Betting Early on Open Weights07:47 — How Do You Make Money on Free Models?09:25 — Why the US Needs Its Own Open Models11:27 — Enterprises Want to Control Their AI13:36 — What Is Continual Learning?16:56 — An API That Updates the Weights19:17 — A Personal AI for Everyone20:46 — The 20-Minute Training Run

A 2-Month old Startup #

River AI is among a group of AI labs that are taking on hard problems with quick capital not seen previously in the history of Venture Capital. It’s also very clearly a bet on Open-Source American AI.

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