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OpenAI Launches GPT-5.6, Merges Codex Into ChatGPT

OpenAI officially launched the GPT-5.6 model series on July 9, concluding a 12-day restricted preview that followed intensive security evaluations by U.S. government agencies. The release introduces three distinct tiers, Sol, Terra, and Luna, marking a strategic pivot toward balancing performance, inference speed, and cost efficiency rather than pursuing absolute benchmark supremacy. This launch coincides with a major restructuring of OpenAI's consumer and developer ecosystems, as the standalone Codex application has been fully integrated into the ChatGPT desktop interface alongside a newly introduced ChatGPT Work agent. The pre-release phase involved voluntary but rigorous oversight from the Office of the National Cyber Director, the Office of Science and Technology Policy, and the Center for AI Standards and Innovation. Officials mandated additional cybersecurity assessments before public rollout, with Sol demonstrating a 96.7 percent score on internal attack simulations. This process signals a broader industry shift toward standardized pre-deployment safety evaluations for frontier AI models. OpenAI's new tiering strategy reflects a calculated approach to enterprise and developer adoption. Sol serves as the flagship model, while Terra and Luna are positioned for balanced performance and high-cost efficiency, respectively. Token pricing has been systematically reduced across the lineup, accompanied by an updated Prompt Cache billing structure that improves cost predictability for long-running automated workflows. In benchmark evaluations, GPT-5.6 excels in coding and agent execution, outperforming competing models in speed and cost-efficiency despite maintaining lower absolute scores in comprehensive reasoning and mathematics benchmarks. The updated ChatGPT platform consolidates dialogue, coding, and autonomous task execution into a single interface. ChatGPT Work operates as a persistent agent capable of aggregating cross-application context, decomposing complex objectives into sequential steps, and generating final deliverables over extended periods. Additional capabilities include Ultra mode for parallel multi-agent execution and Max mode for extended reasoning. The API now supports Programmatic Tool Calling, allowing models to autonomously orchestrate tool selection and workflow management without extensive application-layer scaffolding. Underpinning these releases is OpenAI's increasing reliance on autonomous system development. The company confirmed that Luna's post-training pipeline was entirely managed by Sol, including hardware provisioning and configuration optimization. OpenAI also published its Recursive Self-Improvement index, noting a 16.2-point increase over the previous generation, alongside a tenfold expansion in compute allocated to code reasoning. As competitors advance their own coding and agent frameworks, OpenAI's integrated architecture and optimized cost structure position GPT-5.6 to capture sustained enterprise adoption through streamlined deployment and predictable operational expenses.

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