DavisLiuMD 劉徳偉🇨🇦 🇹🇼 🇺🇸

Health care is broken. Primary care is broken. Actual experience of seeing a doctor hasn't changed much in 30 years. The thing we don't talk about is increasing the workforce and expanding coverage alone won't be enough to fix the system. Thanks @FrancesSSellers @PostLive

@DavidEpstein Done! Thank you!

Check the link in my bio to preorder Inside The Box. If you pre-order from any U.S. retailer, you’ll get exclusive written interviews with top performers on how constraints shaped their breakthroughs. Featuring Nest founder Tony Fadell, writer Isabel Allende, restaurateur David Chang, and Chicago Bears GM Ryan Poles on creativity, leadership, and resilience. Pre-order, fill out the form, and I’ll send you the bonus interviews.

5/ A near future exists where medical care can be instantly delivered at almost no cost, a future that we @CuraiHQ believed in when we began in 2017. A decade later we are showing the era of AI-delivered primary care isn’t coming, it’s here. We just published the proof.

4/ Compared to Google’s AMIE system, this is ~30% better and was measured on live patients rather than simulated patients. Compared to OpenAI Health’s system, we had a 2.5% versus a ~33% overall disposition error rate.

3/ Here’s how our measurement worked: 1. Patients talk to our AI agent that takes their history 2. A board-certified clinician diagnoses/treats the patient as they see fit 3. Behind the scenes, compare the AI’s diagnosis to the clinician’s

2/ Across ~2400 patients, our AI had: ✅ 91.3% top-1 diagnosis accuracy ✅ 96.3% when a safety confidence threshold was applied ✅ 97.9% for common conditions like UTI, yeast vaginitis & URIs ✅ 2.5% overall disposition error rate — 0% for ER & home care

1/ We are publishing the first proof that AI can reason as well as clinicians in live clinical environments. Our AI diagnosed ~2400 patients as accurately as board certified clinicians in a real environment and was 30 percentage points better than Google’s equivalent system.

We did it!!!

@RyanHoliday For less than a Latte per day☕️. Sounds great:

Just 7 days left to sign up for the Daily Stoic Spring Forward Challenge. Every March, thousands of Stoics around the world spend 10 days doing simple, Stoic-inspired practices If you’re ready to reset, refocus, and start fresh, come join us at dailystoic.com/spring

@Gladwell ❤️ your perspectives as a parent! Congratulations! Now I can’t unsee this.

I rope Trevor Noah into my Disney obsession.

This is so special. The emotion on all of their faces is what the World Baseball Classic is all about. What baseball is all about.

How deep does Alysa Liu's and her father Arthur's patriotism go? Alysa’s father's full Chinese name was 刘俊国 (Liu Jun Guo) 刘 (Liu) is the family surname 俊 (Jun) means "talented," or "outstanding" 国 (Guo) means "country" or "nation" It's a fairly common patriotic-style name in China, which can be interpreted to mean something like "talented for the country" or "outstanding in service to the nation." Since moving to America, he dropped the 国 (Guo) from his name. Why? Because after fleeing China as a political refugee the 1989 Tiananmen Square pro-democracy protests, he felt he had "lost his country." So this was a symbolic move that reflected his sense of disappointment and disconnection from his homeland. He now just goes by the name 刘俊 (Liu Jun). He then has Alysa and what name does he give her? 刘美贤 (Liu Mei Xian) I somehow don't think it's coincidental that 美 (Mei) which means "beautiful," also happens to be the same character for "America" in Chinese is 美国 (Mei Guo). Given what a romantic he is, I think he named his daughter after America.

@SimuLiu 💯 ! Fellow 🇨🇦 here for this - @dennisaliu . Thank you!

for absolutely not selfish reasons im really loving the discourse around pronouncing alysa’s last name. liu. lieu. LEE-you.

Connection is not about how much time we spend together. It's about how much joy and meaning we create together. Announcing my new book: adamgrant.net/book/vibe/

Three keys to living a great life One - Start your day with gratitude. Heat. Air conditioning. A cup of coffee. You’re alive. That’s not small. Second — celebrate your friends’ wins. Be the first call when something good happens. If you can strain envy and jealousy out of your system, you’ll live lighter, and you’ll never lack for relationships. Third, do something you love. I’ve got kids in the arts. I didn’t push them to Wall Street. Money’s great, but meaning lasts longer. As Mel Brooks said, relax — none of us is getting out of here alive. Gratitude. No envy. Do what you love. That’s the formula.

@Scaramucci Seems like 🇺🇸 figure skater Alysa Liu literally is a manifestation of this. 💯 agree! Thank you for all that you do!

Alysa Liu just won Olympic gold. She retired at 16. Was traumatized by the sport. Wouldn't go near an ice rink. And just delivered a career-best on the biggest stage on earth. It's the most compelling comeback story in sports right now. At 13, Liu was the youngest US national champion ever. At 16, she finished 6th at the Olympics. She was a prodigy being told what to eat, what to wear, what music to skate to, and when to train. She lived in a dorm alone at the Olympic Training Center. And she was miserable. "The rink was my home for far too long... And I didn't have a choice," So she quit. She'd lost something essential: the feeling that any of it was hers. She had no autonomy. So she went the other direction. She went to Nepal. Trekked to Everest Base Camp. Got her driver's license. Dyed her hair. Attended college. She lived life. As Liu put it: “Quitting was definitely, and still to this day, one of my best decisions ever.” She built an identity that wasn't tied solely to the ice. She figured out who she was as a human being. Then in early 2024, she went skiing and felt something she hadn't felt in two years: an adrenaline rush. If skiing feels like this, what would skating feel like? She went to a public session. Landed a double axel and triple salchow on the spot. Two weeks later, she was back, but this time on her own terms. She came back because she wanted to. "I choose to be here. I loved that I was able to come back and choose my own destiny." That shift from external obligation to internal choice is the point. A mountain of research tells us autonomy is one of the most powerful driver of sustained motivation. Self-Determination Theory is one of the most established theories in psychology. When people feel ownership over their pursuits, performance goes up, burnout goes down, and creativity skyrockets. Her coach, Phillip DiGuglielmo, nailed it: "For many years she was dropped off at the rink. She was told what to do. Now she comes in, and it is all collaborative." She picks her own music. Designs her own costumes. Controls her training load. "No one's gonna starve me or tell me what I can and can't eat." We often get performance wrong. We think the path to greatness is more control, more structure, more sacrifice. We push young phenoms to "grind", to be disciplined... Not realizing we're often extinguishing the flame that makes them great. It's what psychologist Ellen Winner found when studying prodigies. They have the "rage to master," but over controlling environments suck the passion and joy out of them, snugging out that rage. Those who make it to adult staff have support, but their drive is more intrinsic than extrinsic. Liu's career-best came AFTER she walked away, lived her life, and came back with agency. Tonight she skated to Donna Summer's MacArthur Park with platinum blonde streaks, a lip piercing, and the biggest smile in the building. Career-best 226.79. First American woman to win Olympic gold in figure skating in 24 years. It was pure joy. Her message to the camera: "That's what I'm f---ing talking about." Everyone wants to know the secret to elite performance. It's not complicated. Give people ownership. Let them bring themselves to the performance, instead of squashing the joy and authenticity out of them. Alysa Liu retired at 16 because skating wasn't hers anymore. She won Olympic gold at 20 because it finally was. Be yourself. Go all the way.

One of most insightful books ever. In a world of AI, understanding the rules of the wicked world and advantages of generalist more important than ever (IMHO)

@Edelman11 transformational leader right there, turning around a team and culture in such a short period of time. future super bright for Pats.

Love to see it

Vrabel is one hell of a coach

@SavageSports_ transformational leader and head coach Mike Vrabel @Patriots