Poolside released Laguna S 2.1, an open-weight coding model that it says rivals far larger systems by improving persistence and verification.

Despite $1.5 trillion AI investment, nearly two-thirds of companies struggle to scale AI projects beyond pilots, with agentic AI deployment declining.