Greg Brockman: AI Does Not Find Biology Harder Than Language
Greg Brockman explains why biological data bottlenecks AI drug discovery and why cutting clinical trial costs matters more than molecule design.
Revolutionizing Cybersecurity and AI-Driven Science with OpenAI President Greg Brockman
OpenAI President and co-founder Greg Brockman discusses the breakthrough resolution of nearly 400 long-standing math problems and how generative models are beginning to create genuinely new scientific knowledge. The conversation explores the hurdles of applying AI to biological data and drug discovery, the emergence of proactive always-on agents like Dots, and why generative interfaces will replace traditional UI. Brockman also outlines OpenAI's approach to cybersecurity, arguing that defenders must use peak intelligence during the current 'defenders window' and that security spend will soon outstrip software spend.
Key takeaways
- Developing a single drug requires 15 years and $1.5 billion, but $1.4 billion of that total funds clinical trials while pre-clinical discovery costs just $50 million. Read more →
- Greg Brockman predicts security budgets will outstrip traditional software budgets as AI pushes the marginal cost of writing code toward zero. Read more →
- OpenAI models resolved nearly 400 open math problems, including questions untouched for a century, proving AI can produce original knowledge. Read more →
- Chatbots force users to do the initiation work; proactive agents like Dots run continuously on a cloud computer and work while you sleep. Read more →
- OpenAI used generative models to resolve nearly 400 long-standing math problems, showing that systems now produce net-new scientific reasoning rather than simple pattern recall. Read more →
5 articles from this episode
Greg Brockman: Security Spend Will Outstrip Software Spend
OpenAI co-founder Greg Brockman explains why security budgets will eclipse software budgets and reveals OpenAI's model-drop security playbook.
Greg Brockman: AI Solved 400 Open Math Problems
Greg Brockman details how OpenAI models resolved 400 open math problems, producing novel knowledge and human-interpretable proofs.
Greg Brockman Says the Best UI Is No UI
Greg Brockman explains why proactive agents like Dots and on-the-fly generative UI will replace chatbots and static dashboards.
Greg Brockman on Why Humans Must Run AGI Like a Board
Greg Brockman explains why OpenAI relies on AI debate for scalable oversight and how founders must manage superintelligent agents.
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