Stop Over-Prompting: OpenAI's New GPT-5.6 Guidelines Change Everything

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OpenAI published a dedicated prompting guide for GPT-5.6 Sol that changes earlier advice. Internal coding-agent tests showed lean system prompts improved eval scores by roughly 10–15%. The guide introduces a first-ever section on Programmatic Tool Calling and highlights the text.verbosity API parameter—both absent from the GPT-5 playbook. OpenAI published a new prompting guide for GPT-5.6 Sol, its newly released flagship model , and the main message will feel wrong to anyone who spent the last year writing multi-page system prompts: stop writing so much. The core idea is outcome-first prompting. Define what good looks like, set the stopping conditions, and get out of the way. Detailed how-to instructions, repeated style rules, examples that don't change behavior—all of it is now considered noise. OpenAI backs this with numbers: In internal coding agent tests, leaner system prompts improved evaluation scores by roughly 10–15% while cutting total tokens by 41–66% and costs by 33–67%.

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OpenAI has announced new GPT-5.6 guidelines, designed to reduce excessive prompts. This provides new opportunities for AI developers and businesses, promoting safe and useful AI usage.

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With the introduction of new GPT-5.6 guidelines, OpenAI aims to revolutionize the AI industry. The guidelines will help companies and developers create more efficient and effective AI systems, leading to significant advancements in the field.

Furthermore, the guidelines will provide a framework for responsible AI development, focusing on safety, usability, and transparency. This will enable organizations to deploy AI solutions with confidence, driving adoption and innovation.

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