NeoCognition introduces ApprenticeBench for on-the-job AI learning

NeoCognition describes ApprenticeBench as combining computer use with continual learning on a real job. It says Fable 5.1 and GPT-6 Astra can keep learning on the job and surpass human professionals. The announcement also says agents deploy themselves into the job.