AI Reports · Anthropic · 2026-10-23 · Report / white paper
Anthropic Education Report: The AI Fluency Index · Claude Academy

Anthropic's AI Fluency Index measures 11 observable behaviors across thousands of anonymized Claude.ai conversations. The most common pattern is augmentative use, in which people treat AI as a thought partner rather than delegating work entirely. However, when AI produces artifacts such as apps, code, or documents, users are less likely to question its reasoning (down 3.1 percentage points) or identify missing context (down 5.2 points).