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Monday, June 1, 2026

Devin hits $492M revenue as Cognition raises $1B

Cognition just raised a cool $1B at a $26B valuation with Devin hitting nearly $500M in revenue (wild), while Mistral's exploring custom chip design to cut costs and take on OpenAI directly. Meanwhile, a startup is literally offering free apartment cleaning in exchange for robot training data, and Biohub dropped an open platform that can design functional protein therapeutics in days instead of years. Would you trade a spotless kitchen for your household data?

Top Stories

1
Startup cleans apartments in exchange for AI data

A German startup is offering free cleaning services to NYC residents in exchange for recording camera footage to train household robots, raising privacy concerns about data anonymization and whether participants can request deletion of their home videos from training datasets.

roboticsai-trainingdata-collectionprivacy
2
Biohub releases a world model of protein biology

Biohub

Biohub released an open-access AI platform that predicts protein structures and designs functional therapeutic binders in days instead of years, achieving 36-88% success rates in lab validation. The system, trained on 2.8 billion protein sequences, represents the largest AI application to protein biology and is freely available to accelerate drug discovery worldwide.

protein-foldingdrug-discoveryopen-sourcellm
3
More Devins in More Places

Cognition AI

Cognition AI raised $1B at a $26B valuation as its AI software engineer Devin reaches $492M run-rate revenue, with major enterprises like Mercedes-Benz and Goldman Sachs achieving dramatic productivity gains through autonomous software development.

agentsfundingcognitiondevin
4
Mistral to explore designing own chips, CEO says, as it ramps up infrastructure build

CNBC

Mistral AI is exploring designing its own chips to reduce costs and increase infrastructure control while investing €4 billion in European data centers and launching an enterprise agent platform, as it seeks to compete with better-funded U.S. rivals OpenAI and Anthropic.

mistralcustom-chipsagentsenterprise-ai
5
As AI agents evolve, we need to look past the RAG pipeline

The article points to research advocating for AI agent architectures that go beyond traditional RAG pipelines to enable more sophisticated reasoning and autonomous capabilities as agent technology matures.

agentsragllmai-architecture

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