Posted by Alumni from TechCrunch
April 1, 2026
Yupp offered a crowdsourced AI model-picking service. It allowed consumers to test and compare results from a supply of 800 AI models for free, including the state-of-the-art ones from OpenAI, Google, and Anthropic. Yupp would return multiple replies from the prompt request, including information or images, and users would offer feedback on which models worked best for them and why. The idea was to generate anonymized data on what people actually need from AI that the model makers would then pay for. Yupp said it signed up 1.3 million users and collected millions of preferences every month. It even had a leaderboard. The company said it also had a few AI labs as customers. While labs are paying big bucks for feedback, the current model ' pioneered by companies like Scale AI and Mercor ' is to hire specialty experts, like PhDs, and tuck them into the reinforcement learning loop. On top of that, Silicon Valley is already looking 10 miles down the road, when AI is built for, and being... learn more