ELPA Analysis
While AI assistants speed up draft generation, they introduce a new cognitive bottleneck: verification. Users must read, analyze, and verify machine-generated text or code to ensure accuracy and safety.
This process of continuous verification can be mentally taxing, sometimes exceeding the effort required to write the material from scratch. It requires constant vigilance to catch subtle hallucinations or logical gaps.
To reduce this cognitive load, developers are building tools that highlight sources, explain reasoning steps, and isolate changes, allowing users to verify outputs with minimal mental friction.
