Research establishing systematic methodology for selecting and composing runtime architecture patterns for LLM agents. Addresses engineering best practices gap.
Google updates Edge Gallery with Gemma 4 multi-token prediction, Pixel TPU support, experimental MCP, and persistent chat history. Advances edge AI capabilities.
ACM CAIS '26 preprint demonstrates guardrails can dramatically improve agentic task performance on small models. Shows structured constraints enable reliable agent behavior without scale.