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GPT-5

95 summarised stories about GPT-5, each linking back to the original source. Browse all topics →

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Wednesday, 29 July 2026

OpenAI fixed GPT-5.6 Sol’s most frustrating flaw: Burning limits while it waits

The New Stack 2 months ago 25 ● 14 sources

OpenAI deployed backend improvements to GPT-5.6 Sol after users reported usage limits depleting faster than expected during agentic tasks that spent time waiting for tool execution. The company made inference improvements that extend typical Sol sessions by 18% and reset usage limits for affected ChatGPT Work and Codex users. The issue exposed a mismatch between subscription limits designed for chat interactions and the token consumption patterns of AI coding agents that perform extended workflows with tool calls and waiting periods.

How enabling two settings tripled our scores on the ARC-AGI-3 benchmark

OpenAI 2 months ago 17

Researchers found that enabling two specific API settings in GPT-5.6 tripled performance on the ARC-AGI-3 benchmark by retaining reasoning processes and enabling compaction. The settings improved scores significantly while also enhancing efficiency metrics. This adjustment demonstrates that model configuration can substantially impact benchmark performance without requiring model retraining or architectural changes.

How GPT-5.6 fuses frontier intelligence with frontier efficiency

OpenAI 2 months ago 27 ● 14 sources

OpenAI released GPT-5.6, which improves efficiency across AI models, inference, and agentic workflows by delivering more useful intelligence per dollar. The model achieves better performance-to-cost ratios compared to prior versions across multiple operational dimensions. This efficiency gain makes advanced AI capabilities more accessible and economical for organizations running large-scale deployments.

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