Anthropic index tracks professional AI shift

The data confirms that the AI learning curve is real, with experienced users prompting qualitatively differently. High-tenure users favor augmentation over full autonomy, indicating that human-in-the-loop remains the superior workflow for high-value tasks. API concentration is rising as professional coding tasks migrate to specialized tools like Claude Code, while the decline in consumer task concentration reflects Claude's transition to a general-purpose utility.