Kolab introduces a new dataset of 115+ hours of screen recordings from 50 professionals across 40 occupations, designed to benchmark how humans and AI agents collaborate on long-horizon…

#KolabBenchmark #HumanAICollaboration #AgenticAI #LongHorizonTasks
https://arxiv.org/abs/2610.21109

Despite impressive demonstrations of #humanoidrobots, experts caution that they are still far from replacing #humanworkers. While #robots excel at specific tasks, they struggle with #generalisation and #longhorizontasks that require #adaptability and #memory. Additionally, practical concerns like…