Will Bolton
Will Bolton
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Recent Talks and Conferences
2026
ICML 2026: workshop papers and AI for Science meet-up
Presented two workshop papers at ICML 2026 (a spotlight at the GenBio workshop and a paper at the AI for Science workshop) and, together with the other Encode Fellows, organised an AI for Science meet-up.
Jul 10, 2026 – Jul 11, 2026
Seoul, South Korea
Paper: clinical-trial strategy
Poster: clinical-trial strategy
Paper: AI scientist test beds
Poster: AI scientist test beds
Startups for AI x Science @ ICML 2026
Organised and hosted a breakfast gathering at ICML 2026 with my fellow Encode AI for Science Fellows, bringing together founders, researchers and builders working at the intersection of AI and science to discuss early-stage startups, the transition from research to commercialisation, and the infrastructure the field still needs.
Jul 8, 2026
Seoul, South Korea
William Bolton
,
McClain Thiel
,
Tim Reichelt
,
Jonathan Carter
Building with ARIA: Unlocking an Innovation Ecosystem
Panelist at Nucleate UK’s Building with ARIA summit at the British Library, where I discussed my work during the Encode AI for Science Fellowship. The summit was a technical deep-dive into the ARIA (Advanced Research + Invention Agency) ecosystem, its programmes and opportunities to participate.
May 5, 2026
The British Library, London, UK
Frontier Biotech Tables: From Signal to Drug
Hosted ‘The AI Value Shift’ round table at Frontier Biotech Tables: From Signal to Drug, a facilitated discussion on where value shifts in drug development as AI makes therapeutic candidates faster and cheaper to generate, how AI may support clinical development, and what that means for business models built on defensibility.
Apr 16, 2026
IDEALondon, London, UK
Berlin Bio × AI Hackathon finalist: AGE-nt
Reached the final of the Berlin Bio × AI Hackathon and presented AGE-nt, an agentic system that retrieves, synthesises and reasons over complex scientific evidence on ageing interventions.
Feb 27, 2026 – Feb 28, 2026
Berlin, Germany
Code
Project: AGE-nt
2025
AI for Science: Scientists to Builders Summit
Chaired the ‘How I Built This: Drug Discovery’ panel at the Scientists to Builders summit at the Francis Crick Institute, with Tim Weaving (CEO, Q Matter) and Chris Thompson (CTO, Micrographia Bio). The summit brought together researchers and early-stage founders on translating AI-driven scientific discovery into real-world impact. Hosted by Conception X, Encode: AI for Science (Pillar VC) and Renaissance Philanthropy, supported by Ada Ventures and the Crick Science Entrepreneur Network, and powered by ARIA.
Nov 10, 2025
Francis Crick Institute, London, UK
Imperial AI Policy Fellowship Presentation and Panelist
As part of the Imperial AI Policy Fellowship programme, I presented my work and took part in a panel on AI in healthcare before governmental policy and decision makers.
May 20, 2025
London, UK
Project: Steward.ai
Slides
Imperial Global USA - AI for Healthcare
Invited to give a talk to an international audiance on my work on Steward.ai, as part of a delegation showcasing the potential of AI for healthcare.
May 6, 2025
San Francisco, California
Project: Steward.ai
Slides
Prospective evaluation of a machine learning decision support system for intravenous-to-oral antibiotic switching
Gave a talk at ESCMID 2025 a leading global conference on infectious diseases on developing and prospectively evaluating an AI clinical decision support system.
Apr 15, 2025
Austria, Vienna
Project: Steward.ai
Paper: impact of AI decision support
Slides
AI SuperConnector Showcase: Steward.ai
Pitched Steward.ai as an innovative AI-powered decision support solution to disrupt antimicrobial resistance and help clinicians achieve precision antibiotic therapy.
Apr 3, 2025
York, UK
Project: Steward.ai
Slides
MedTechONE: AI Decision Support for Antimicrobial Stewardship - Navigating Clinical Translation
Invited to give a talk on my PhD journey and the pathway for translating AI and machine learning systems from research settings into clinical use.
Mar 24, 2025
London, UK
Project: Steward.ai
Paper: impact of AI decision support
Slides
PhD Viva
Defended my PhD thesis with no corrections.
Feb 10, 2025
London, UK
Slides
2024
Clinical Evaluation of an AI-Driven Decision Support System at ICID 2024
Presented my work on evaluating clinicians perspectives and the potential impact of an AI-decision support system at ICID 2024 a leading global conference on infectious disease.
Dec 4, 2024
Cape Town, South Africa
Paper: impact of AI decision support
Slides
Designing, evaluating and integrating AI decision support systems in healthcare
Led a workshop on the design, evaluation and intergration of AI decision support in healthcare for CAMO-Net, a Wellcome funded, multidisciplinary, global collaboration. It included giving a talk on translating AI, web-app demos, interactive questionairs and breakout exercises.
Jun 21, 2024
Liverpool, UK
Slides
How artificial intelligence can support antibiotic stewardship
Invited to give a talk on my PhD research at the 2024 Advancing Data Technologies to Corner AMR (ADTCA) Conference. Talk starts at the time stamp 1:32:00 in the video.
Jun 20, 2024
Online
Slides
Video
Reliability of Biomedical LLM Assistants at ICLR 2024
Presented work conducted during my intership at GSK.ai at the ICLR 2024 Workshop on Reliable and Responsible Foundation Models.
May 11, 2024
Vienna Austria
Code
Paper: RAmBLA
Poster
Artificial Intelligence Clinical Decision Support for Antibiotic Optimisation at ESCMID 2024
Presented two posters at ESCMID 2024 a leading global conference on infectious disease.
Apr 30, 2024
Barcelona, Spain
Paper: impact of AI decision support
Poster: impact of AI decision support
Paper: co-morbidity representation
Poster: co-morbidity representation
Global Influenza Dashboard powered by Generative AI
Gave a talk on our hackathon project to >150 people at the No.10 Generative AI Hackathon.
Apr 17, 2024
London, UK
Code
Slides
Video
Co-morbidity Representation in Artificial Intelligence at AAAI 2024
Attended AAAI 2024 and presented my work on representing patients and their co-morbidities at the Health Intelligence Workshop.
Feb 27, 2024
Vancoucer, Canada
Code
Paper: co-morbidity representation
Poster
Slides
The Potential Impact of Artificial Intelligence on Antimicrobial Resistance
Presented my PhD research to >100 people at an event exploring the impact of AI in research and practice on AMR.
Feb 9, 2024
London, UK
Paper: moral AI for antimicrobial use
Paper: IV-to-oral switch
Paper: antimicrobial cessation
Slides
2023
Ethical and Responsible AI
Talk on ethical and responsible AI for CAMO-Net, a Wellcome funded, multidisciplinary, global collaboration working together to address the impact of antimicrobial resistance on human health.
Dec 14, 2023
London, UK
Paper: moral AI for antimicrobial use
Slides
Digital Solutions for Infectious Disease Session at ECCMID 2023
Presented my PhD research to >250 people at ECCMID 2023 a leading global conference on infectious disease.
Apr 15, 2023
Copenhahen, Denmark
Paper: antimicrobial cessation
Slides
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