He Raised $26M Betting on Probabilities, Not Guesses | Koah Labs, Nic Baird

Nic Baird was on track to become one of the best sailors in the world. He walked away to make a statistical bet on startups, and built Koah Labs, the ad monetization platform for AI tools, raising $26M along the way. In this interview, Nic opens up about: The decision framework he learned from competitive sailing: how to make the biggest bets of your life when you don't have all the information Why starting a company is a "high variability, low risk" move, even if you fail How self-doubt loses to your environment, not your willpower, and the community that finally made him believe he could build Why he bet on ads when every VC in 2024 was preaching that subscriptions were the only future for AI The real bottleneck for AI agents: not the technology, but how long human trust takes to catch up Watch to see how a world-class sailor used probability and expected value to walk away from going pro, and bet on building instead. 00:00 Intro 01:50 How a World-Class Sailor Decides Under Uncertainty 05:23 To Become a Builder, Be Around Builders 08:34 Subscriptions Killed AI Apps, Ads will Save Them 11:36 Can Ads Actually Be a Good Experience? 12:54 The Bottleneck is Now Humans, Not Tech EO stands for Entrepreneur& Opportunities. As we're looking to feature more inspiring stories of entrepreneurs all over the world, don't hesitate to contact us at partner@eoeoeo.net LinkedIn | @EO STUDIO X | @eostudi0

Jun 3, 202615mWatch on YouTube ↗

EPISODE INFO

Released: June 3, 2026
Duration: 15m
Channel: EO Studio
Watch on YouTube: ▶ Open ↗

EPISODE DESCRIPTION

Nic Baird was on track to become one of the best sailors in the world. He walked away to make a statistical bet on startups, and built Koah Labs, the ad monetization platform for AI tools, raising $26M along the way. In this interview, Nic opens up about: The decision framework he learned from competitive sailing: how to make the biggest bets of your life when you don't have all the information Why starting a company is a "high variability, low risk" move, even if you fail How self-doubt loses to your environment, not your willpower, and the community that finally made him believe he could build Why he bet on ads when every VC in 2024 was preaching that subscriptions were the only future for AI The real bottleneck for AI agents: not the technology, but how long human trust takes to catch up Watch to see how a world-class sailor used probability and expected value to walk away from going pro, and bet on building instead. 00:00 Intro 01:50 How a World-Class Sailor Decides Under Uncertainty 05:23 To Become a Builder, Be Around Builders 08:34 Subscriptions Killed AI Apps, Ads will Save Them 11:36 Can Ads Actually Be a Good Experience? 12:54 The Bottleneck is Now Humans, Not Tech EO stands for Entrepreneur& Opportunities. As we're looking to feature more inspiring stories of entrepreneurs all over the world, don't hesitate to contact us at partner@eoeoeo.net LinkedIn | @EO STUDIO X | @eostudi0

EPISODE SUMMARY

In this episode of EO Studio, He Raised $26M Betting on Probabilities, Not Guesses | Koah Labs, Nic Baird explores koah Labs bets on ads to monetize AI amid uncertainty Baird frames high-stakes business choices like sailing tactics: act with incomplete information by assigning probabilities, weighing downside risk, and sizing bets by confidence.

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