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Human Oversight, Reliance and Debate References
This bibliography groups source records about human oversight, reliance, automation and debate-based assessment. Its parent and child links are catalog placement, not learning prerequisites. Teaching topics should cite the individual source record with an appropriate page, section or URL. Inclusion here does not certify a source’s reliability or conclusions.
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Research
Science
OpenStax Psychology (2nd ed.) Textbook
Psychology
Social Science
Empirical Science
Scientific Oversight of AI-Assisted Research
1Cademy
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Research Methods and Measurement References
AI-Assisted Discovery and Model Research References
Learning and Knowledge-Graph References
Expert Participation and Incentive References
Scientific Review Process References
Research Provenance and Retraction References
1Cademy Product and Sustainability References
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AI safety via debate
Weak-to-strong generalization
Automated Alignment Researchers: Using large language models to scale scalable oversight
AI Debate Aids Assessment of Controversial Claims
Confirmation bias: A challenge for scalable oversight
Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not
AI Safety via Debate is Compromised by Cognitive Biases
Ironies of automation
How AI agents shape experts’ judgment calls
To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making
Learn After
AI safety via debate
Weak-to-strong generalization
Automated Alignment Researchers: Using large language models to scale scalable oversight
AI Debate Aids Assessment of Controversial Claims
Confirmation bias: A challenge for scalable oversight
Humans Correct Their Judgments Through Debate, but Weaker AI Models Do Not
AI Safety via Debate is Compromised by Cognitive Biases
Ironies of automation
How AI agents shape experts’ judgment calls
To Trust or to Think: Cognitive Forcing Functions Can Reduce Overreliance on AI in AI-assisted Decision-making
Related
Research Methods and Measurement References
AI-Assisted Discovery and Model Research References
Learning and Knowledge-Graph References
Expert Participation and Incentive References
Scientific Review Process References
Research Provenance and Retraction References
1Cademy Product and Sustainability References