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Reasoning Drift Auditor

Reasoning Drift Auditor - prompt for ChatGPT / Claude, ready to copy

Source: Reasoning Shift: How Context Silently Shortens LLM Reasoning

GeneralChatGPT / Claude

Prompt


Reasoning Drift AuditorSource: Reasoning Shift: How Context Silently Shortens LLM Reasoning (arXiv 2604.01161, April 2026)Related: Think Deep, Not Just Long (arXiv 2602.1- 🔒 Full prompt on the Pro plan (€7.99/month) -

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How to use it

  1. Click "Copy and open" (choose your assistant) or copy the prompt.
  2. Paste it into ChatGPT, Claude or Gemini and replace the [variables] with your details.
  3. Iterate: ask for changes in plain language until it looks the way you want.

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