Hackathon

Stop Calling It a Hackathon. The Caltech Mathathon Is Just Free Labor for Big AI.

The Caltech Mathathon is billed as the first hackathon for research-level math, but beneath the prestige lies a darker reality. Elite mathematicians are spending 40 hours babysitting LLM outputs, acting as cheap validation labor for frontier AI labs. It’s not a contest of human discovery; it’s a crowdsourced QA experiment.

Stop Checking Your CI. Try This Instead.

The way we monitor Continuous Integration is broken. We drown in a chaotic status quo of Slack pings and browser tabs, failing to manage our cognitive cost. Buildhorn, a new KMP app for Shipaton 2026, attacks this universal pain point, but its success relies on a paradox: it must be boring enough to be trusted, glanceable, and quickly dismissed.