An AI just out diagnosed ER doctors

Good morning.
The machines are practicing medicine now. Not in a scary sci-fi way. More like, a Harvard study just showed an AI outdiagnosed ER doctors in a head-to-head test. That's the headline this week. We've also got meal planning for people managing diabetes or heart disease, a tribute to Peace Officers Day on Thursday, and a startup that wants to rent space in your house to run AI. Let's go.

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FEATURED POST
AI Meal Planning for Diabetes and Heart Health: A Simple Weekly System

Managing meals when you're dealing with diabetes or heart disease feels simple until you're actually standing in the grocery store. This post walks through how to build a practical AI-assisted system that creates weekly menus around your specific restrictions, without spending an hour on it every Sunday.

Read the full post here 👉 AI Meal Planning for Diabetes and Heart Health

HELPFUL EVERYDAY PROMPTS
DO Try This at Home
Just copy-and-paste into your favorite AI tool. Remember to edit any brackets, then follow up with clarifying questions until you get a response that works for you.

Health
🩺 Managing Multiple Medications After 50. "Act as a pharmacist and health advisor. I take [list medications] and want to understand potential interactions, timing, and side effects. Help me create a simple daily routine and five questions to bring to my next doctor's appointment."

🏃 Getting Back in Shape After a Long Break. "Act as a personal trainer. I am [age] and returning to exercise after [timeframe] off. I have [any limitations]. Build a simple 4-week plan with weekly workouts, rest days, and easy progress markers I can track without a gym."

Career
🚔 Planning Your Next Move in a Law Enforcement Career. "Act as a career coach for public safety professionals. I am a [rank/role] with [years] of experience and want to [advance or transition]. Outline three realistic next steps with clear timelines and any certifications or training I should consider."

🏅 Turning a Law Enforcement Career Into a Civilian Job. "Act as a career coach. I am a [rank/role] retiring from law enforcement after [years] on the job. Help me turn my experience into civilian job skills, write a strong resume summary, and identify three career paths that fit my background."

Home
🎉 Celebrating Peace Officers Day With a Home Gathering. "Act as an event planner. I want to honor [name], a [role], for Peace Officers Day on May 15. Help me plan a simple home gathering with food ideas, a personal tribute moment, and one meaningful gift or keepsake idea."

🔒 A Home Safety Check From a Law Enforcement Perspective. "Act as a home security consultant with law enforcement experience. Walk me through a room-by-room safety check covering locks, lighting, and entry points. Identify the top three vulnerabilities and give me a clear list of fixes to tackle this week."

Because you subscribe, you have access to more than 600 Prompts, our Learning Center, Pro Tips and Recommended Tools for home use – Just click Here.

REAL WORLD
How We Used AI This Week
Real people, real uses—here’s how AI is quietly making life better, one small win at a time.

🍽️ Akvile DeFazio, President of AKvertise. Akvile uses AI to quiet the constant stream of small decisions that pile up every day. She feeds it a few constraints, dietary preferences, schedule conflicts, time available, and it comes back with realistic options she can actually use. Less time browsing recipes and running errands. Less decision fatigue by dinner. More mental space for the people in front of her.

👉 How do you use AI at home? Tell us here.

AI INSIGHT
AI Just Outperformed ER Doctors. By a Lot.

A Harvard study published in Science tested OpenAI's o1-preview model against two attending physicians across 76 real emergency room cases at three stages of patient care.

At initial triage, the AI got the right diagnosis 67.1% of the time. The two physicians scored 55.3% and 50.0%.

The physician reviewers scoring the results could not tell which diagnoses came from the model and which came from the humans.

In one case, AI identified a rare flesh-eating infection in a transplant patient roughly 12 to 24 hours before the treating doctor caught it, as Science News reported.

Millions of people already use AI for health questions. Studies like this show the benefit can flow to doctors too. The model tested is already a generation old. If that version is outperforming ER physicians, the question worth asking is what current frontier models could do inside actual patient care. Harvard Magazine has the full breakdown.

READER POLL

NEWS YOU CAN USE
This Matters at Home
Short, practical summaries to help you stay updated on recent AI news—and what it means for everyday life.

🧠 AI Found That Alzheimer's May Start in Your Gut, Not Your Brain. AI trained on 10,000 people found diet and gut health are stronger Alzheimer's predictors than most brain-based factors. The appendix may matter more than anyone suspected.

🥞 Mayo Clinic AI Spots Pancreatic Cancer Up to 3 Years Before Doctors Can. Mayo Clinic AI found early pancreatic cancer signs in CT scans that looked normal to radiologists. It caught 73% of pre-diagnostic cases and nearly tripled detections in scans taken two-plus years before diagnosis.

🫁 AI Is Catching Lung Cancer That Radiologists Miss. Qure.ai, trained on 5 million X-rays, spots tiny lung nodules hiding in plain sight. Catch it early and survival rates jump from single digits to 60 to 70 percent.

🧬 Zuckerberg-Backed Biohub Bets $500M on AI Biology. Mark Zuckerberg and Priscilla Chan's nonprofit committed half a billion dollars to AI models that simulate human cells, aiming to predict disease before it starts.

🤖 Google Just Made Your Fitbit 10 Times Smarter. The Fitbit app becomes the Google Health app May 19, with an AI coach for fitness, sleep, and wellness at $9.99 a month. The new $99 Fitbit Air is a screenless wrist tracker that feeds directly into the coach.

📚 Stop Letting AI Make Big Career Decisions Alone. Half of people have used AI for serious decisions, including career, money, and health, and some got burned. AI helps you think faster. It cannot think for you. Verify before you act.

💼 Google Commits $10M to Train 40,000 Workers in AI. Google is funding AI training programs for manufacturing workers, including two hands-on courses built for the factory floor. Forty thousand workers, $10 million, and a focus on practical skills over hype.

⚡ Your House Could Soon Host an AI Data Center. And You'd Get Paid for It. SPAN wants to put AI compute nodes inside homes in exchange for a free smart electrical panel, battery backup, and lower electricity bills. First deployments later this year.

TOOLS FOR YOU
Tool Spotlight: Hundred Health

Most health apps give you data. Hundred Health gives you a direction. Start with 160-plus lab tests, your health history, wearables data, and goals, and Hundred builds a personalized step-by-step 100-day protocol around your specific numbers. Think of it as a health strategist in your pocket, without the co-pay. Especially useful if you're managing something chronic or finally ready to act on what your doctor keeps nudging you about. Start your 100 days here.

AI FAIL
AI Fail of the Week
Because sometimes the future shows up... and immediately trips over itself.