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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Anant Pareek

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#small language model Open access Sep 2026

Reading User Distress From the Inside: Do a Language Model's Hidden States Track a Person's Distress Better Than the Model's Own Reply Does?

When a person tells an AI assistant about something painful, two things happeninside the model that we can measure separately. First, the model builds aninternal reading of how distressed the person is; this reading can be recovered fromits hidden states with a simple trained readout. Second, the model produces a reply...

Anant Pareek · 0 citations

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