باحث سابق في OpenAI يحلل إحدى دوامات الوهم في ChatGPT

**Ex-OpenAI Researcher Unpacks ChatGPT’s “Delusional Spirals”**

A former OpenAI researcher has provided a compelling dissection of one of ChatGPT’s notorious “delusional spirals,” offering a rare glimpse into the mechanics behind the AI’s most convincing fabrications. This phenomenon describes instances where the chatbot confidently invents and elaborates upon false information, often spiraling into increasingly complex but baseless narratives.

The analysis highlights how these “delusions” arise from the model’s predictive nature, where the most statistically probable next word or phrase can override factual accuracy. Rather than reflecting intent, these spirals expose the limits of current AI architectures in discerning truth from plausible-sounding fiction. Understanding these failure modes is vital for building more robust and reliable large language models in the future.

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