← AI Impact Research · AI Usage Research
Research Question 1: Automation vs Augmentation Patterns
Primary Question
How are users interacting with AI platforms—as automation tools (directive task completion) versus augmentation tools (collaborative interaction)?
Key Hypothesis
There is a fundamental divergence emerging between how businesses deploy AI (automation) versus how individuals use AI (augmentation/advisory).
Significance
Understanding this split is critical for:
- Predicting future AI development priorities
- Labor market impact assessment
- Educational curriculum design
- Policy interventions around AI deployment
Key Findings Summary
- Historic shift (August 2025): First time automation (39%) exceeded augmentation (61%) in Anthropic’s data (Anthropic)
- Business vs Consumer divide: 77% of business API use is automation (Anthropic), while 73% of ChatGPT use is personal/advisory (OpenAI)
- Platform specialization: ChatGPT → personal advisor, Claude → work automation engine (Fortune)
- Productivity gains: 70% of Copilot users felt more productive, 29% faster at core tasks (Microsoft)
Explore This Research
Next: Platform Specialization →