· ai-devtools
Article: LLM Reliability Layers Under Test: Accuracy, Yield, and the Limits of Verification
This article was written by participants of the online InfoQ Certified Architect Program.
It represents the capstone of their work, reflecting the cohort's collective learnings on the intersection of AI and modern software architecture. The theory: More layers should mean more accuracy Clinical notes, incident reports, support tickets, and forum posts are prose, and a language model can read them.
What it produces is not dependable. Ours was right about one answer in three on the task below and reported full confidence on two-thirds of its answers; wherever a wrong answer costs something, that is unusable.
