I think benchmarks are improving and will always have value, but it's the equivalent to someone's college and GPA for an entry level job application.

It's a strong signal for a job, but the soft skills are sometimes going to get Claude Opus 4.6 a job over smarter applicants. That's what we'd really like to measure objectively, and are actively working on.