The Vesuvius Challenge is a competition to read the Herculaneum papyri, hundreds of scrolls carbonized by the eruption of Mount Vesuvius in 79 AD and too fragile to physically unroll. The scrolls were CT-scanned at a particle accelerator, and the contest offered cash prizes for software that could virtually unwrap the 3D scans and detect the faint traces of carbon ink that are nearly invisible in the imagery. On February 5, 2024, the organizers announced that the 2023 Grand Prize had been won.
The winning team - Youssef Nader, Luke Farritor, and Julian Schilliger - shared a $700,000 prize for being the first to recover four passages of at least 140 characters each from inside a sealed scroll, with at least 85 percent of the characters legible. The organizers had assigned the challenge a less than 30 percent chance of being solved that year. The team’s primary results came from a TimeSformer-based model running at 64x64 resolution, with safeguards such as multiple model architectures and varied validation folds to guard against the model hallucinating text that was not there. Their entry ultimately revealed more than 2,000 characters of previously unreadable Greek philosophy.
The win is a vivid demonstration of competitions as a research engine: a well-defined prize with a precise, verifiable success criterion attracted independent contributors who combined into a “superteam,” and the result delivered something scholars had wanted for 250 years. For a general reader, it shows how machine learning can extract signal that no human eye can see, and how a public challenge can accelerate a problem that traditional funding had stalled on.