LIMITATIONS
Errors and hallucinations
Recognise fabricated citations, false confidence and missing evidence.
04 · RESPONSIBLE RESEARCH
Use AI thoughtfully.
Keep research human.
AI can support the work, but researchers remain responsible for the question, evidence, interpretation, ethics and final claims.
▶ Start live discussionBIAS
Whose knowledge is missing?
Examine language, geographic, publication, historical and disciplinary bias.
SAFETY
Privacy and integrity
Protect sensitive data, intellectual property, authorship and transparent disclosure.
HUMAN RESPONSIBILITY
What AI cannot own
Scientific judgement, ethical responsibility, original contribution and accountability remain human.
AUDIENCE-LED CONCLUSION