Background Jobs in FastAPI on EKS: APScheduler vs Celery vs EventBridge — What to Pick and Why

Thousand Token Wood: shipping a multi-agent economy on a 3B model

Stability vs. Manipulability: Evaluating Robustness Under Post-Decision Interaction in LLM Judges

arXiv:2606. 05384v1 Announce Type: new Abstract: LLM-as-judge evaluation is widely used in benchmarking pipelines, where model outputs are compared and ranked using automated evaluators. These pipelines typically assume that judgments are stable properties of fixed inputs. We show that this assumpti