Profile 4 min read

Lessons from Stephan Crétier

Stephan Crétier turned a $25,000 second mortgage into GardaWorld, a $14 billion enterprise built on aggressive acquisitions and early predictive intelligence.
Profile 9 min read

Lessons from Behzod Sirjani

Behzod Sirjani is an advisor, researcher, and founder of Yet Another Studio who previously led research operations at Slack and Facebook.
Profile 5 min read

Lessons from Chris Manning

Chris Manning is a Stanford professor of linguistics and computer science who has spent decades studying how computers process human language.
Profile 4 min read

Lessons from Songyee Yoon

Songyee Yoon moved from studying computational neuroscience at MIT to running AI at the gaming publisher NCSOFT before founding Principal Venture Partners.
Profile 5 min read

Lessons from Ron Alfa

Ron Alfa, a physician scientist and the co founder of Noetik, wants to fix the high failure rate of cancer clinical trials.
Research Explainers 9 min read

When AI Makes Execution Cheap, Verification Captures the Value

As agentic execution gets cheaper, verification becomes the scarce production input. A new model traces value toward ground truth, provenance, and liability.
Profile 7 min read

Lessons from Matt Fredrikson

Matt Fredrikson is an associate professor at Carnegie Mellon University and the CEO of Gray Swan AI, where his research examines the intersection of formal methods, privacy, and machine learning security.
Profile 5 min read

Lessons from Zico Kolter

Zico Kolter is a professor and the head of the Machine Learning Department at Carnegie Mellon University, a board member at OpenAI, and co founder of the AI security startup Gray Swan.

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