arxiv:2511.15097
🔄 In a Training Loop
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Finance Tiramisu
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Generate a short financial confidence pick‑me‑up
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Tiramisu Check-In
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Consent-focused MCP mood booster
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Carecoord
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Generate care coordination checklists for family caregivers
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Copaycheck
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Estimate your out-of‑pocket medical costs instantly
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Generate personalized sleep coaching advice
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Market Brief
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Generate a sector market snapshot with personalized portfolio advice