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AI transformation is a problem of governance, not technology, because deploying capable AI models is easier than controlling how they access data, make decisions, and execute actions. Enterprises need enforceable runtime controls, clear accountability, lifecycle oversight, and continuous evaluation to scale AI securely and reliably.
GPT-5.6 Sol remains an excellent production model. GPT-6 Astra doesn’t obsolete it, it expands what developers can realistically delegate to AI, particularly across long-running, multi-step, tool-using, and computer-operating workflows. The right question isn’t “which is better” but “which work justifies which model.”
