AWS Speed Boosts, Agentic Limits, and Clinical AI Advances

AWS is optimizing LLM inference with speculative decoding on Trainium and vLLM, and the Spring AI SDK for Bedrock AgentCore is now generally available. New research also explores agentic system failures, CNN uncertainty quantification, and LLMs' role in clinical reasoning.