Edwin Chen
Edwin Chen is the founder and CEO of Surge AI, the company that teaches AI what’s good vs. what’s bad, powering frontier labs with elite data, environments, and evaluations. Surge surpassed $1 billion in revenue with under 100 employees last year, completely bootstrapped—the fastest company in history to reach this milestone. Before founding Surge, Edwin was a research scientist at Google, Facebook, and Twitter and studied mathematics, computer science, and linguistics at MIT.
Overlay: Building AI Products Skills
A product's ultimate utility and societal impact are fundamentally determined by the specific human values embedded in its core objective function.
"If you could choose the perfect model behavior, which model would you want? Do you want a model that says, "You're absolutely right. There are definitely 20 more ways to improve this email," and it co..."
True data quality for AI is defined by deep, subjective human excellence—such as emotional resonance and uniqueness—rather than superficial binary checklists.
"We are looking for a Nobel Prize-winning poetry. Is this poetry unique? Is it full of subtle imagery? Does it surprise you and target your heart? Does it teach you something about the nature of moonli..."
Deep evaluation of AI requires tracking granular behavioral signals and expertise levels to identify the 'best of the best' human data for model training.
"The way it works is we essentially gather thousands of signals about everything that you're doing when you're working on platform. We are looking at your keyboard strokes. We are looking how fast you..."