Artificial intelligence · April 7, 2026 · Gynvix · 1 min read
RAG is a publishing problem
Retrieval quality follows the documents you choose to publish into the index, not the model name.
Artificial intelligence · March 6, 2026 · Gynvix · 1 min read
Keep a small evaluation set
Ten real questions, with the expected source, will tell you more than a leaderboard number.
Artificial intelligence · March 5, 2026 · Gynvix · 1 min read
Agents need a stop condition
An agent that can call tools also needs a written end: success, refusal, or a handoff.
Artificial intelligence · March 4, 2026 · Gynvix · 1 min read
What a retrieval system actually stores
A retrieval feature is a set of documents, chunks, and a rule for what the assistant is allowed to cite.