AI engineering research is tightening evidence gates around agents and model dependencies
The day’s strongest research treats large language models (LLMs) as dependencies that need evidence gates. C2VEval exposes visual-code shortcuts, Claw-Eval-Live grades real workflow traces, and IronCurtain ties security…