AI benchmarks are broken. Here’s what we need instead.

“Traditional AI evaluation methods that pit machines against humans on isolated tasks are inadequate for assessing real-world AI capabilities. The article argues the industry needs new benchmarking approaches that better reflect practical performance and limitations, which could reshape how we measure AI progress and deployment readiness.”