Publications

William Bolton, Philip Torr (2026). Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities. In ICML 2026 AI for Science Workshop.

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William Bolton, Philip Torr (2026). Learning Clinical-Trial Strategy: Offline Policy Training for Decision Agents. In ICML 2026 GenBio Workshop (spotlight).

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William Bolton, Ben Williams (2026). AI Scientists Need a Social Network. In SoTA Letters.

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William Bolton, Anmol Arora, Zoya Yasmine (2026). Health Data in the UK: How we got here and where to go. Commissioned report.

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William Bolton, Richard Wilson, Mark Gilchrist, Pantelis Georgiou, Alison Holmes, Timothy Rawson (2025). The impact of artificial intelligence-driven decision support on uncertain antimicrobial prescribing: a randomised, multimethod study. In The Lancet Digital Health.

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William Bolton, Rafael Poyiadzi, Edward Morrell, Gabriela Van Bergen Gonzalez Bueno, Lea Goetz (2024). RAmBLA: Reliability AssesMent for Biomedical LLM Assistants. In ICLR 2024 R2-FM Workshop.

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William Bolton, Pantelis Georgiou, Alison Holmes, Timothy Rawson (2024). Co-morbidity Representation in Artificial Intelligence: Tapping into Unused Clinical Knowledge. In AAAI W3PHIAI-24.

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William Bolton, Richard Wilson, Mark Gilchrist, Pantelis Georgiou, Alison Holmes, Timothy Rawson (2024). Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning. Nature Communications.

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William Bolton, Timothy Rawson, Bernard Hernandez, Richard Wilson, David Antcliffe, Pantelis Georgiou, Alison Holmes (2022). Machine learning and synthetic outcome estimation for individualised antimicrobial cessation. Frontiers in Digital Health.

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William Bolton, Cosmin Badea, Pantelis Georgiou, Alison Holmes, Timothy Rawson (2022). Developing moral AI to support decision-making about antimicrobial use. Nature Machine Intelligence.

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