Kadharmoideen Fadurudeen
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False Reassurance in LLM Severe-Weather Guidance: A Replayable Evaluation Against Real NWS Alerts
According to the abstract, Kadharmoideen Fadurudeen replayed 117 cases built from real US National Weather Service alerts through a Claude-based preparedness pipeline. Without alert access, the assistant falsely reassured users in 37.7% of alert cases; with alerts it did so in none.