This research is just the first step on a long, exciting journey. We’re excited to keep testing and learning with our healthcare partners in pursuit of better, more accessible care for people everywhere. More on the blog today:
@mustafasuleyman
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MAI-DxO AI System Achieves 85.5% Diagnostic Accuracy
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What they found:
– MAI-DxO boosted performance of every model tested on those 304 cases
– 85.5% solve rate vs. 20% by a group of physicians
– Its higher accuracy came with LOWER overall testing costs than lone LLMs or physicians -
Microsoft AI System Simulates Physician Panel for Diagnosis
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Microsoft AI built MAI-DxO to simulate a virtual panel of physicians with different approaches collaborating to find a diagnosis on each case. They also included the ability to set a budget to avoid infinite testing (higher costs, longer wait times, etc.).
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AI Surpasses Medical Licensing Exam on Complex Clinical Cases
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While AI has achieved near-perfect scores on the US Medical Licensing Exam, we set a higher benchmark: 304 cases from the New England Journal of Medicine. These are some of the toughest and most diagnostically complex cases a physician can face.
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MAI-DxO Advances Medical AI Beyond Multiple Choice Exams
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We're taking a big step towards medical superintelligence. AI models have aced multiple choice medical exams – but real patients don’t come with ABC answer options. Now MAI-DxO can solve some of the world’s toughest open-ended cases with higher accuracy and lower costs.
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Chain of Debate: Multiple LLMs Collaborating and Discussing
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Chain of Thought was just the beginning. Next up: Chain of Debate.
We’re going from a single model “thinking out loud” to multiple models discussing out loud.
Debating, debugging, deliberating.
AI becomes AIs.
“Two heads are better than one” is true for LLMs too. -
User Trust: The Real Driver of AI Success
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There’s one thing that will determine if AI lives up to its potential. Not breakthroughs. Not training data. Not compute. It’s users’ trust. It's a core belief I'm proud Microsoft shares + today's report is just one example of how we put this in action.
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Democratizing creativity: removing barriers to entry in AI
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Great comparison. Taste + craft can come from anywhere. Who knows what we've been missing out on w a higher barrier to entry?
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AI Lowers Barriers While Raising Quality Standards for Creatives
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Truly an honor to sit down at @Cannes_Lions with marketing legend Colleen DeCourcy to talk AI & what it means for creatives. My take: as the barrier to entry lowers, the quality bar actually rises. Judgement, craft, curation, aesthetic, brand – they matter even more.
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Master Learning with AI: Your Career Accelerator
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Biggest career accelerator in the next decade: get really, really good at learning
– figure out your learning style
– use AI to convert material into that format/style (podcasts, quizzes, etc.)
– apply knowledge
– repeat
Learn fast, grow fast