“One doctor claims it's 98 percent accurate.”

“It not only spots rare abnormalities but also recognizes its own uncertainty, making it a powerful support tool for clinicians.”

“Creating good scripts still requires endless, repetitive prompts, and the output quality varies wildly.”

““Chat was there for me, calm and rational, helping me strategize, always planning.” and “I see Chat like a last-year medical student: doesn't have a license, isn't…”,”

“ClinDEF effectively exposes critical clinical reasoning gaps in state-of-the-art LLMs, offering a more nuanced and clinically meaningful evaluation paradigm.”

“"the person tells the computer it's their reality and the computer accepts it as truth and reflects it back,"”

“Keep in mind that the average medical doctor scores between 120 and 130 on these tests.”

“The article's context revolves around a Patient-Doctor-NLP-System designed to contest healthcare inequality.”

“”

“The article's context indicates it's a research paper from ArXiv, focusing on the use of LLMs in healthcare.”

“The article doesn't contain a direct quote, but the core idea is that the AI provides a 'visual forecast and a risk score, offering doctors and patients a clearer understanding of the disease.'”

“Summer Health reimagines pediatric doctor’s visits with OpenAI.”

“The article doesn't contain a direct quote.”

“The article doesn't contain a direct quote.”

“In this episode I'm joined by Amir Zamir, Postdoctoral researcher at both Stanford & UC Berkeley, who joins us fresh off of winning the 2018 CVPR Best Paper Award for co-authoring "Taskonomy: Disentangling Task Transfer Learning."”

“Zak gives us an overview of synthetic biology and the use of ML techniques to optimize metabolic reactions for engineering biofuels at scale.”