Research tools can save substantial time, but they also create new failure modes.

The review standard should reward source transparency, accurate citation, and careful uncertainty. A confident answer with weak grounding is worse than a slower answer that shows its evidence clearly.

Best use cases

  • Literature scanning
  • Source comparison
  • Question refinement

Strengths

  • Can organize sources quickly.
  • Can identify themes across documents.

Limitations

  • Citation drift remains a risk.
  • Paywall and source-access limits matter.