VentureBeat surveys suggest enterprises are rushing AI agents into production, but gaps in orchestration, context, evals and security remain.

A VentureBeat survey suggests enterprises are ramping AI infrastructure and vendor changes faster than they can track GPU use or true compute costs.

Anthropic published findings from a December 2025 survey of over 80,000 Claude users across 159 countries, showing 67% hold positive views of AI, while the same features users value most — productivity and emotional support — also fuel their deepest fears about dependency, job loss, and cognitive decline.