Excited to share our delirium prediction model paper! 📊 ROC AUC: 0.86 📈 Brier Score: 0.14 🔧 Recalibrate to your data with conformal prediction SURGE‑ahead postoperative delirium prediction: external validation and open‑source library Links below ⬇️

🔥HOT!🔥 New prediction algorithm for post-operative delirium (POD) just dropped: - transparent - explainable - ethical - pragmatic - performant Read the paper at: academic.oup.com/ageing/arti… Warm thanks to @Age_and_Ageing @AgeingRes @IfGF_UUlm @uni_ulm

Rise to the challenge of including older people in clinical trials! This prize-winning study is an example of how including older people in a study will better reflect real world populations and have more meaningful findings bgs.org.uk/policy-and-media/… @OUPAcademic @OUPMedicine

It’s ironic how someone like you, Elon—arguably the richest and one of the most influential individuals on the planet—chooses to focus on certain trivial matters instead of directing your energy toward fostering peace, aiding those in need, and genuinely making the world a better place. With your immense resources and influence, you have the potential to bring about meaningful change. Take MrBeast, for instance. While he faces criticism, with people accusing him of profiting from his actions, at least he’s using his platform to help others in impactful ways. His efforts may be random, but they are undeniably making a difference. I used to admire and respect you, not just for your work but for the person you were. However, it feels like you’ve changed. Your focus now seems to be on politics, acquiring control, and building empires—which I find disheartening. You’ve become the very thing you once stood against, prioritizing personal gains over larger ideals. I understand that, as humans, we are often driven by self-interest—it’s in our nature. But it’s disappointing when people with your level of influence succumb to the same flaws as others in power. Take Trump, for example. I once appreciated him because he seemed different, but eventually, he too began supporting things that served his personal ambitions, revealing that he was no exception. The reality is, most governments and organizations seem to operate the same way—making deals behind closed doors, manipulating narratives, and prioritizing their own interests under the guise of serving the public. Sadly, this is the world we live in. The wrong individuals often hold power. People fear AI, claiming it could be dangerous or evil, but AI can only reflect the intentions of its creators. If left to think independently, focusing on the benefit of humanity and the planet, AI could outperform any human leader a trillion times over. The real danger lies not in AI itself but in the flawed humans who control it.