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

  1. The Death of Note-Taking and the Rise of the Digital Scribe

    The Digital Scribe project introduces a new infrastructure layer for AI, moving beyond general-purpose chatbots to focus on capturing, structuring, and preserving human knowledge. It utilizes a Model Context Protocol (MCP) to enable specialized AI personas, such as a Temporal HTR Server, to process historical documents like 19th-century cursive handwriting. This system emphasizes data governance and provenance, using tools like Pydantic and implementing logic to resolve historical data nuances like "ditto marks" to create verifiable knowledge archives. AI

    The Death of Note-Taking and the Rise of the Digital Scribe

    IMPACT This project aims to create a new paradigm for AI systems, focusing on data structure and provenance to transform unstructured data into institutional memory.