1,134 employees from frontier AI companies assert that while AI has the potential to create a significantly improved future, there are risks associated with rapid capability development. They indicate that the automation of AI research could accelerate progress beyond current understanding or control.

Project Glasswing examines the impact of frontier security models on enterprise codebases and the adaptability of defensive structures against threats from frontier AI. The evolving AI ecosystem poses risks to developers reliant on single models, highlighting the need for robust vulnerability harnesses.