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OpenAI's GPT‑5.4 and GPT‑5.4 Pro introduce a one‑million‑token context window and a "Thinking" mode that preserves long‑running context and allows mid‑response intervention. The update targets complex, tool‑driven workflows and promises stronger capabilities for coding, research, and enterprise automation, while raising operational costs and safety challenges.