Today’s themes are tightly focused: AI systems are beginning to move from “able to generate” toward “verifiable, constrainable, and connectable to real workflows.” The strongest evidence is not higher model benchmark…
Evolution4 signals · Continuing 2 · Shifting 1 · Emerging 1
Today’s research focus is quite concentrated: code and software engineering continue heating up, but the discussion is no longer just about “models writing better code.” Instead, it is about “whether the process can be…
Evolution3 signals · Continuing 2 · Shifting 1
Today’s software engineering direction is highly concentrated: people are no longer just comparing who can write code better, but are instead filling in the gaps of code agents for real tasks, closed-loop verification,…