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

  1. AI agents will happily create figures for you. They'll even export some source code. But can you trust that they did what they said they did? What if they hard-

    AI agents can generate figures and export source code, but ensuring their trustworthiness and reproducibility is a challenge. A new tutorial demonstrates how to achieve deterministic verification by structuring prompts and executing processes within a framework. This method helps prevent issues like hard-coded hallucinations and ensures agents perform as intended. AI

    IMPACT Provides a method for improving the reliability and verifiability of AI-generated outputs, crucial for scientific and technical applications.