BayJarvis: Blogs on ai-agents

paper SCOPE: Self-Evolving Prompts Transform AI Agents from Static Executors to Adaptive Learners - 2026-01-04

Paper: SCOPE: Prompt Evolution for Enhancing Agent Effectiveness Authors: Zehua Pei, Hui-Ling Zhen, Shixiong Kai, Sinno Jialin Pan, Yunhe Wang, Mingxuan Yuan, Bei Yu Affiliations: The Chinese University of Hong Kong, Huawei Noah's Ark Lab Code: GitHub Repository

paper AI Agents vs. Agentic AI: Understanding the Evolution of Autonomous Intelligence - 2025-06-11

The landscape of artificial intelligence has undergone a dramatic transformation since the release of ChatGPT in November 2022. What began as impressive generative AI capabilities has rapidly evolved into two distinct but related paradigms: AI Agents and Agentic AI. This comprehensive analysis explores these emerging technologies that are reshaping how we think about autonomous intelligence. …