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Efficiency Assessment

Efficiency Assessment

Compare your manual vs. AI-assisted productivity with a timed research task.

How this assessment works

1

Manual Baseline

Complete the task without AI assistance

2

Rate Your Output

Self-assess quality and add notes

3

AI-Assisted Run

Repeat the task with AI tools

4

Compare Results

See efficiency gains and workload impact

What you'll learn

  • Time yourself running a manual vs. AI-assisted research task
  • See how the Analyzer converts times into meaningful Overestimation & TLX signals
  • Track your efficiency gains over time
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