In 2025, the term “agents” became prevalent in AI discussions, particularly within newsrooms. AI agents enhance content creation by providing relevant context during research and editing. Defined by Russell and Norvig, agents perceive and act in their environment, striving to deliver optimal actions. Recent advancements include Anthropic’s Model Context Protocol (MCP), IBM’s Agent Communication Protocol (ACP), and Google’s Agent2Agent Protocol (A2A), which enable seamless agent communication. Looking ahead to 2026, well-resourced newsrooms are expected to leverage these protocols for tailored tools, focusing on editorial consistency and transparency. A promising development is the “institutional knowledge agent,” trained on a newsroom’s archives to surface relevant historical content during breaking news, ensuring that valuable knowledge isn’t lost. While these innovations may initially benefit elite organizations, the Associated Press aims to democratize access to impactful AI agents, supporting smaller newsrooms with affordable solutions. Ernest Kung, senior AI product manager, emphasizes this mission.
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