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John W. Little

AI, Intelligence, Tech & Culture

Data

Writing

  1. HowTo

    Solving the Stale Knowledge Problem in AI Intelligence Analysis

    With a little creativity, AI intelligence systems can overcome their fundamental limitation of frozen training data through curated knowledge bases and systematic verification processes that maintain factual accuracy in rapidly-changing geopolitical environments.

  2. HowTo

    The Citizen Analyst's Toolkit: Low-Tech Methods for Powerful Social Media Analysis

  3. HowTo

    Using LLMs to Write Analysis

  4. HowTo

    Using LLMs to Unify and Enrich Data Across Multiple Sources

  5. HowTo

    Extending Metadata with LLMs