AI systems quietly drop user instructions when they compress context

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When AI systems condense long conversations, they drop an average of 83 percent of user rules, like "don't send emails without my approval." Penn State researchers propose a small add-on module built on Qwen3.5-9B that preserves over 90 percent of these restrictions.

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