Summary

This analysis synthesizes differing visions for AI agents from Google's idealistic white paper, Versel's practical applications, and Anthropic's "Agentic Hack by Claude Code." The key takeaway is that while Google emphasizes large-scale agent orchestration as the future, the immediate practical conclusion for most businesses, as exemplified by Versel, is to focus on automating verifiable toil in back-office operations for tangible ROI.