where your radiation beam is painting your dose of real—time, you can have the confidence to shrink the margin around the target. traditionally, radiation therapy has margins around the target, margins of safety, margins of error. yeah. if you can shrink that, you can reduce side effects. interestingly as well, if you have confidence about where the radiation beam is going, you can escalate the dose. so imagine, for example, prostate treatments that previously were treated in upwards of 30 treatments every day. imagine with that level of technology available to you and that confidence, you could actually reduce the number of treatments down to five or even two. what is the future of using ai technology in radiation therapy? i think it's about improving automation, improving efficiency, improving the confidence to deliver higher doses in fewer fractions so we can reduce waiting lists, which is particularly important in the uk right now, but also across the world because we want to give hope to everyone with cancer. and the only way you can do