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

  1. I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

    A developer built a PII firewall for LLM interactions to prevent sensitive data from being sent to cloud-based models. The system, implemented using FastAPI and Microsoft Presidio, scans prompts before they reach models like GPT-4o, blocking any that contain personally identifiable information or violate defined policies. This approach ensures compliance with regulations like GDPR by preventing data exfiltration rather than just logging it. AI

    I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

    IMPACT Enables developers to build more compliant LLM applications by preventing accidental PII leakage to third-party models.