AI Agents
Survey: AI Agent Architectures, Applications & Evaluation
New survey paper comprehensively examines AI agent system architectures, their applications across domains, and frameworks for evaluating autonomous AI behavior and capabilities.
AI Evaluation
LLM-as-a-Judge
New Analytical Framework Explains LLM-as-a-Judge Scaling
Researchers present a mathematically tractable model for understanding how LLM-as-a-Judge systems scale during inference, offering insights into AI evaluation mechanisms.
AI Agents
Patronus AI Tackles 63% Agent Failure Rate With Living Worlds
New benchmark reveals AI agents fail 63% of complex tasks. Patronus AI's dynamic simulation environments aim to fix reliability crisis plaguing autonomous systems.
AI Evaluation
AgentEval: Can AI Agents Replace Human Judges for Synthetic Conte
New research explores using generative AI agents as reliable proxies for human evaluation of AI-generated content, potentially transforming how we assess synthetic media quality at scale.