By late 2025, OpenAI and rivals launched GPT-5-class systems with better tool use, product memory, and reasoning. Training details stayed opaque.
Saturated benchmarks pushed new long-horizon and real-economy evaluations. Focus moved to reliability on 30–100 step flows.
That generation prepared the ground for Astra and more capable internal systems announced in 2026.