How do you label ink inside a scroll that has never been opened?
Dr. Brent Seales on how roughly 2,000 Vesuvius Challenge competitors solved it.
Competitors ran a basic machine learning model on a virtually opened section, spotted a few letters, and used them as new labels. Each round exposed more text and produced more labels. Progress prizes encouraged everyone to share what worked, so the whole field improved together.
Dr. Brent Seales is the Stanley and Karen Pigman Chair of Heritage Science at the University of Kentucky and co-founder of the Vesuvius Challenge.
This clip is from his full conversation with guest host Nick Tawil on Infinite Loops.
Watch the full episode: How One Professor Proved Everyone Wrong:
https://youtu.be/eZWtI3PL8VY
KEY INSIGHTS
- Labels were the bottleneck. Machine learning needs labeled ink, and a sealed scroll had none.
- Each round built on the last. A few recovered letters became the labels for the next pass.
- Sharing multiplied progress. Progress prizes turned 2,000 competitors into one shared effort.
Vesuvius Challenge: https://scrollprize.org
Nick Tawil: https://x.com/nicktawil
