Uncertain Metrics: The Hidden Flaws in Crowdsourced AI Benchmarks
As artificial intelligence races forward, the race to measure its progress has intensified. Crowdsourced AI benchmarks, like Chatbot Arena, have gained traction among tech giants such as OpenAI, Google, and Meta, offering a seemingly democratic way to evaluate model performance. These platforms rely on users to compare AI outputs, generating leaderboards that labs tout as…

