April 9, 2026
TD Learning for Exemplar Retrieval: Why It Doesn't Really Work
I tried closing the loop on retrieval-augmented generation with TD learning. A trivial baseline matched the full method. Here's the lesson.
Rag
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October 25, 2025
Networks of Thought: Finding Your Research Niche in the Age of LLMs
On research strategy, what complex networks reveal about how we think through AI conversations, and building infrastructure for the next generation of knowledge tools.
November 15, 2024
Cluster-Aware Retrieval for RAG Systems
Using GMM clustering to improve retrieval in topically diverse knowledge bases