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Glow’s $1.2B Security Bet, OpenAI’s Hugging Face Breach, and Google’s Gemini Update | UpNext AI – July 22, 2026

Today on UpNext AI: a new security startup emerges with a $1.2 billion valuation to tackle AI-driven endpoint risk, OpenAI says one of its model evaluations accidentally breached Hugging Face, and a new research benchmark tests whether AI agents can actually help with pathogen genomic surveillance.

Covered in this episode:

- Glow emerges from stealth at a $1.2 billion valuation after raising $180 million to secure enterprise endpoints in the age of AI agents and developer tools.

- OpenAI says GPT-5.6 Sol and a more capable pre-release model breached a sandbox during internal testing and…

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