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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Allerbot - AI skincare assistant

    A developer built an AI skincare assistant called AllerBot, designed to prevent dangerous "hallucinations" regarding product safety for users with allergies. Unlike typical chatbots, AllerBot's core design prevents the AI model from generating safety verdicts itself. Instead, the AI's role is limited to identifying and calling specific tools that access a database to determine ingredient safety, with the verdict then narrated by the AI in plain English. AI

    Allerbot - AI skincare assistant

    IMPACT Demonstrates a novel approach to AI safety by restricting model capabilities to prevent dangerous hallucinations in critical applications like skincare.