rag
Posts tagged "rag".
- The Model Has No Memory. That's a Data Problem.
Every model is a stateless brain riding a stateful transcript — close the tab and it forgets the world you built with it. Giving it durable memory isn't a prompting trick; it's an infrastructure problem, and the first thing it teaches you is that facts and stories have to be stored completely differently.
- Weight Isn't Agreement
RAG hands an AI a stack of documents and lets it produce one confident answer — hiding that the sources disagree, that five of them are the same article reposted, that it should have said 'I don't know.' I built an evidence layer around one rule: never give the weight without the fight.