Read the evidence status first
These pages are test designs, not completed research papers or measured product results. No sample size, accuracy percentage, speed advantage or product ranking has been invented. Future results would need matched conditions, recorded failures and reviewable evidence.
Longer tasks and proactivity
- Testing personal memory corrections
- Testing a request to forget a saved detail
- Testing whether memory is relevant to the task
- Testing completion of a longer task
- Testing a correction during ongoing work
- Testing source support in a research answer
- Testing document comparison with known changes
- Testing a spreadsheet analysis with missing data
- Testing useful proactive notifications
- Testing accepted agent-to-agent coordination