Bring near-Astra intelligence to everyday work with GPT-6.1 Sol on Amazon Bedrock

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GPT-6.1 Sol is now generally available on Amazon Bedrock, bringing stronger reasoning to coding, computer use, and professional workloads that run frequently.

For an AI agent to complete a task, it may need to gather information, use tools, test different approaches, recover from errors, and verify its result. Every decision shapes what happens next. A wrong turn can add model interactions, tool calls, latency, and human intervention before the agent reaches a useful result.

The economics of an AI agent take shape across the entire task. Token prices influence the cost of each interaction, while reasoning quality influences how many interactions the work requires and whether they lead to a successful outcome. The total cost of completing a task depends on both.

Today, GPT-6.1 Sol is generally available on Amazon Bedrock, running on an inference engine built for performance, security, and reliability at scale. A major upgrade to GPT-6 Sol, it delivers strong performance on agentic coding, computer use, and professional work. According to OpenAI, it brings near-Astra intelligence to everyday workflows.

Software engineering shows how reasoning quality affects an entire workflow. An agent may need to understand an unfamiliar repository, trace dependencies, determine where to make a change, and validate the implementation. According to OpenAI, GPT-6.1 Sol matches GPT-6 Astra on DeepSWE v1.1 at roughly one-fifth the cost per task. It also exceeds the best