The Hallway Track
CEO Messaging Shifts

The Changing Physics of Cybersecurity and Drug Development with OpenAI President Greg Brockman

Greg Brockman · No Priors · Oct 15, 2026 · CEO Messaging Shifts

Brockman says AI now provably generates new knowledge, citing OpenAI's math breakthroughs

“cybersecurity spending should significantly exceed software spending”— Greg Brockman

OpenAI President Greg Brockman argues that recent mathematical achievements mark a turning point where AI can no longer be denied the ability to create genuinely new knowledge, accelerating scientific discovery. He also makes the bold claim that as software becomes cheap and ubiquitous, cybersecurity spending should far exceed software spending because trust and reliability become the scarce resource. GPT-6 reaching over a billion users is cited as context for OpenAI's current momentum.

openai agi cybersecurity scientific-discovery gpt-6

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