Lab Notes
Research, model updates, benchmarks and candy news. We publish our methods, including where they fall short.
Palate taxonomy v0.5: new type names, and how the lab classifies a palate
We renamed the six palate types so the names describe what we measure, added a plain-English meaning to every report, and moved to answer-weighted classification. Here is the full method.
Read the update →- September 28, 2026AnnouncementAI is going to destroy the world. First, it's going to make the best candy bar.Why two brothers started a candy lab, and what we're actually building.
- September 28, 2026ResearchCandyBench v0.1: the first candy benchmarkAI labs rank models on benchmarks. We rank candy. Here's the state of the art on all six axes.
- September 28, 2026GuideThe Halloween bowl, sorted by palate typeReese's wins the maps. Your tongue might disagree. Three picks for each of our six palate types.
- September 28, 2026ResearchWhat your tongue actually tells us (and what it doesn't)Supertasters, bitter genes and papillae counts: the real science behind the bit.
- September 28, 2026NewsEveryone's making chocolate-factory TV. We made a tongue scanner.Netflix's Golden Ticket finale lands Sep 30 and Wonka candy returns in November. Notes from a smaller factory.