Yves Lussier

We're approaching the dawn of medical superintelligence - the moment when affordable, world-class medical knowledge and support is at your fingertips whenever you need it. I think people are still underestimating how profound this transformation is going to be. Today we're announcing Copilot Health, enabling users to connect all their EHR records and wearable data in a secure, private health space that Copilot can analyze and reason about to provide personalized insights and proactive nudges. You choose what information to connect - from hospital lab results to your fitness tracker - and Copilot Health applies medical intelligence to surface easy to understand, personalized insights that you can actually act on. It's a dedicated space to bring your personal health data together in a single profile, including: - Activity, sleep, and vital trends from 50+ wearable devices, including Apple Health, Oura, Fitbit and many more - Health records from 50,000+ U.S. hospital and health systems, including visit summaries, medications, and test results - Comprehensive lab test results from Function Copilot Health enables people to arrive at their appointment with the right questions and the right context to make the time they have with doctors really count. Your data is always your data, and you are always in full control. Your data won't be used to train our AI models, and you can disconnect sources at any time. Our Copilot Health responses are also grounded in information from credible health organizations like Harvard Health, as well as real-time US provider directories to find the right real-world care. Copilot Health is launching first in the US to adults over 18, but we ultimately want to make this service available to the billions of people around the world who struggle to access reliable medical advice. Please give it a go and sign up to join the early Copilot Health community and help shape what comes next. More on the MAI blog: microsoft.ai/news/introduci…

She literally explained why you feel tired all day and how to fix it:

🚨 MIT just dropped their entire AI library for FREE. Yes... the same MIT that trains the world’s top AI researchers. If you want to learn AI properly (not YouTube shortcuts), this is a goldmine 🧠⚡ Here’s the roadmap 👇 🧩 FOUNDATION LEVEL 1️⃣ Foundations of Machine Learning → Core algorithms → Theory + practice lnkd.in/d4fUFJwT 2️⃣ Understanding Deep Learning → Neural networks made simple → Visual explanations lnkd.in/dygJ4trA 3️⃣ Machine Learning Systems → Production-ready ML → System design for scale lnkd.in/dQNYDcyT 🚀 ADVANCED TECHNIQUES 4️⃣ Algorithms for ML → Computational thinking → Smarter decision frameworks lnkd.in/da_U-mmD 5️⃣ Deep Learning (The Bible) → The definitive textbook → Everything from CNNs to Transformers lnkd.in/degYeZH9 🎮 REINFORCEMENT LEARNING TRACK 6️⃣ RL Basics (Sutton & Barto) → Agent training fundamentals lnkd.in/dS_2-r4R 7️⃣ Distributional RL → Beyond average rewards → Advanced theory lnkd.in/d4eNP-pe 8️⃣ Multi-Agent Systems → Cooperation & competition marl-book.com 9️⃣ Long-Game AI → Strategic agents → Future-proof intelligence lnkd.in/d8Ddw_Kt ⚖️ ETHICS & PROBABILITY 🔟 Fairness in ML → Bias detection → Responsible AI fairmlbook.org This is basically an AI degree from MIT — for $0. Bookmark this. Share with your dev friend. Future you will thank you. ❤️ Repost if you want more AI learning threads 📌 Save this for later #AI #MachineLearning #DeepLearning #MIT #FreeResources #Learning #DataScience

Breaking: GOODBYE POWERPOINT. CLAUDE can now create a presentation in 2 minutes. Use these prompts instead and see the magic:

5. The Full Slide Content Generator “Create full content for each slide of a presentation on [topic]. Write concise, presentation-ready bullet points for every slide, ensuring clarity, professionalism, and easy understanding. Audience: [describe audience].”

Research shows that regularly practicing gratitude can lead to measurable changes in the brain. This effect is driven by neuroplasticity, the brain’s ability to reorganize itself based on repeated thoughts and behaviors. When people intentionally focus on appreciation, neural pathways involved in emotional control and coping become stronger. Grateful thinking also stimulates the release of dopamine and serotonin, chemicals linked to pleasure and motivation, while helping reduce cortisol, the hormone associated with stress. Brain regions such as the prefrontal cortex and hypothalamus become more active, supporting improved mood regulation and overall mental health. Over time, gratitude does more than provide short-term emotional relief. It gradually shifts the brain away from its natural bias toward threat detection and toward noticing positive experiences instead. Simple habits like writing down what you’re thankful for or expressing appreciation aloud reinforce these patterns, making optimistic thinking more automatic. Studies indicate that this repeated practice builds lasting neural connections, promoting emotional balance, resilience, and well-being. In essence, regularly acknowledging what’s going well can retrain the brain showing that small daily moments of gratitude can produce meaningful, long-term psychological benefits.

MIT offers 12 Books on AI & ML (FREE TO DOWNLOAD): 1. Foundations of Machine Learning cs.nyu.edu/~mohri/mlbook/ 2. Understanding Deep Learning udlbook.github.io/udlbook/ 3. Algorithms for ML algorithmsbook.com 4. Reinforcement Learning andrew.cmu.edu/course/10-703/... 5. Introduction to Machine Learning Systems mlsysbook.ai/book/assets/do… 6. Deep Learning deeplearningbook.org 7. Distributional Reinforcement Learning direct.mit.edu/books/oa-monog… 8. Multi Agent Reinforcement Learning marl-book.com 9. Agents in the Long Game of AI direct.mit.edu/books/oa-monog… 10. Fairness and Machine Learning fairmlbook.org 11. Probabilistic Machine Learning ❯ Part 1 : probml.github.io/pml-book/book1… ❯ Part 2 : probml.github.io/pml-book/book2…

🔥🔥Read @DrArturoAI beautiful analysis of our paper. Every ca is unique. Rx should be customized N-of-1. We needed to lump tumors together before we had NGS/technology to know each Ca. New model— assess robustness of matching algorithm rather than each individual therapy

Mastering #AIAgent and #Automation by @genamind #LLM #GenerativeAI #ArtificialIntelligence #MI #MachineLearning

@EricTopol @ScienceMagazine Science just unlocked “zoom in on life” mode and I’m low‑key obsessed.

wow, this is huge for bio/acc A dual branch transformer predicts how drugs reshape gene expression. "By combining attention mechanisms with biological prior knowledge, it's now possible to predict transcriptional responses to drugs that have never been tested in a given cellular context, opening a path toward in silico pharmacodynamics and mechanism-of-action discovery at scale."

AI is challenging the paradigm of "undruggable" cancer targets. Our new Nature Biotechnology comment outlines how AI-driven approaches, from modeling protein complexes to designing novel biologics, can unlock these intractable proteins nature.com/articles/s4158…

As I wrote in SUPER AGERS, the immune system is the key to modulating our aging process and the opportunity to extend healthspan. Today @NatureAging 7 new articles, summarized here, that reinforce its central role nature.com/articles/s4358…

New findings in Science deepen our understanding of the role of membrane contact sites in cell biology and reactive oxygen species regulation. 📄: scim.ag/4mgAUuv #SciencePerspective: scim.ag/46dmyX0

𝑳𝑳𝑴𝒔 can really 𝑺𝒆𝒍𝒇-𝑬𝒗𝒐𝒍𝒗𝒆, 𝒘𝒊𝒕𝒉𝒐𝒖𝒕 𝑯𝒖𝒎𝒂𝒏 𝑫𝒂𝒕𝒂! -- One LLM, two roles: Challenger creates tasks, Solver answers them. -- No data, no labels, just a base model that learns and improves itself! We name it 𝑹-𝒛𝒆𝒓𝒐: arxiv.org/abs/2508.05004

Visual Explanation of How LLMs Work

The new special issue @ScienceMagazine features Immunity with 4 outstanding review papers, 5★ science.org/toc/science/cu… Our immune system over the lifespan, sex differences, influence on physiology, and host antiviral defenses

Call For Papers 📣 JMIR Human Factors invites submissions for a theme issue on Human Factors in Health Care: Education, Management, and Knowledge Translation. Focus: education, digital skills, usability, knowledge translation & more. ℹ️ humanfactors.jmir.org/announcements/…

Less than 89 hours ago, Claude Code unlocked sub agents. Minds are blown. And people are already building with their own agentic AI dev team. 10 wild examples: