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  • There are various applications of Artificial Intelligence (AI) in healthcare, such as helping clinicians to make decisions, monitoring patient health, and automating routine administrative tasks. This POSTnote gives an overview of these uses, and their potential impacts on the cost and quality of healthcare, and on the workforce. It summarises the challenges to wider adoption of AI in healthcare, including those relating to safety, privacy, data-sharing, trust, accountability and health inequalities. It also outlines some of the regulations relevant to AI, and how these may change. As healthcare is a devolved issue, policies on healthcare AI differ across the UK. This POSTnote focusses on regulations and policies relevant to England.

  • The rapid production of safe, effective and consistent vaccines is essential for supporting COVID-19 immunisation programmes in the UK and globally. However, manufacturing vaccines is challenging for various reasons that include the complex processes involved, the specialist knowledge and experience required, and the natural variability of the biological materials and systems used. Urgent demand is leading to manufacturers and governments taking on significant financial risks in order to speed up production. What is the UK Government doing to accelerate vaccine manufacture? How are vaccines made? Why is manufacturing vaccines at large scales so challenging?

  • Large-scale woodland creation is being promoted internationally to mitigate climate change. It can also supply other benefits, such as improving biodiversity, air and water quality. This POSTnote summarises key factors influencing how much carbon is taken up by woodland, the different objectives of woodland creation, constraints to increasing UK tree cover and different finance options.