Summary
A VentureBeat Research survey reveals that 86% of enterprises running their own GPUs report utilization of 50% or less, indicating significant underutilization of expensive AI hardware. The survey also found that most deployed AI 'agents' are single-prompt chatbots, with only a quarter or fewer capable of multi-step tasks, despite industry adoption claims.