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Building Smarter AI Research

3 articles · ~30 min total reading time

  1. 1.

    What Brain Science Teaches Us About Building Better AI Research Agents

    The BIGMAS paper applies neuroscience's Global Workspace Theory to multi-agent AI. Here's what that means for building research systems that don't waste a third of their compute.

    9 min read

  2. 2.

    Why Your AI Research Tool Forgets Everything and Trusts Everyone

    AI research assistants reset every session and treat blog posts like peer-reviewed papers. Here's what a knowledge system that actually learns would look like.

    9 min read

  3. 3.

    Inside the Knowledge Architecture: Trust-Aware Research Memory

    A technical deep-dive into LumaVista's unified knowledge system — from merge-on-write dedup to four-layer trust assessment to token-budgeted context injection.

    12 min read