Generative AI and Changing Inputs

https://dsyme.net/2026/01/27/generative-ai-and-changing-inputs/
Don Syme
Don Syme

Every AI feature that generates documentation, synthesizes specifications, or discovers build rules must deal with changing inputs. But when things change, competing goals emerge: freshness, stability, convergence, performance. How do we build incremental AI functions that balance these tradeoffs?

Read more on the blog of our Principal Researcher Don Syme.