#E1I30: Upfront & Unfiltered AI

Truth takes center stage today, Digital Decoders! On this Honesty Day, we're laying bare the latest AI breakthroughs. Check out Microsoft's Mission to equip 2.5 million people across ASEAN with indispensable AI skills by 2025. After that honest unveiling, we pull curtains on Med-Gemini's pioneering family of clinically precise AI models poised to transform healthcare with raw, straightforward power. Get ready for a reality check on AI's future!

Med-Gemini: Multimodal Marvels in Medicine

?? Making Sense: Med-Gemini is a set of advanced AI models designed specifically for healthcare. These models are like super-smart helpers that can understand and work with all kinds of medical information, such as doctor's notes, patient records, and medical images. They're based on Google's powerful Gemini models but have been fine-tuned to tackle medical tasks.

?? Magic: Now, you might be wondering, how did they whip up these Med-Gemini models? The secret sauce is in the fine-tuning! It's like sending them to a fancy school to learn new skills! The brilliant (deep)minds taught the models how to search the web for the most up-to-date medical facts and how to work with all kinds of novel medical data types using specialized encoders. It's like giving them a superpower boost! Pretty neat, right?

?? Miracles: Now, you might be thinking, "That's great, but how does this help me?" Well, buckle up, because Med-Gemini is going to make a big difference in the real world! These smart models can already do things like write summaries of medical texts and create referral letters better than other SOTA bigger and more expensive models. And that's not all – they can also have helpful conversations with doctors and patients, assist with medical research, and even make learning about medicine more fun and exciting!

Of course, there's still some work to do before Med-Gemini can be used in real-life situations where safety is super important. But one thing's for sure – the future of AI in healthcare is looking brighter than ever, and Med-Gemini is leading the way!

Primary Researchers: Khaled Saab , Tao Tu , Wei-Hung Weng , and Ryutaro Tanno

?? Technical Report

Let me know your thoughts on Med-Gemini Models in the comments. ??

• Kangaroo : Lossless Self-Speculative Decoding via Double Early Exiting
• Replacing Judges with Juries : Evaluating LLM Generations with a Panel
• DressCode : AutoReg Sewing and Generating Garments from Text Guidance
• LEGENT : Open Platform for Embodied Agents
• Stylus : Automatic Adapter Selection for Diffusion Models

• EgoPet : Egomotion and Interaction Data from an Animal's Perspective
• Meditron : A Suite of Open-source Medical Large Language Models
• Streamlining Knowledge Work with LlamaIndex, Fireworks, and MongoDB
• Tele-FLM : AKA FLM-2, 52B open-source MLLM for Factual Judgement
• SeaLLMs : Large Language Models for Southeast Asian Languages
• LLama-3 8B with a Context Length of Over 1 Million ??
• LLM Datasets : HQ Datasets, Tools, & Concepts for LLM Fine-tuning ??
• Course : Prompt Engineering for Vision Models ??

• Generative AI Developer - Kuala Lumpur, Malaysia - Onepoint
• AI Project Manager - Seoul, South Korea - DeltaX
• AI/ML Engineer - Kerala, India - Chordify, Inc.
• AI Researcher - Sydney, Australia - Nuage Technology Group
• AI Scientist - Seattle, WA, USA - Xaira Therapeutics

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We've decrypted the unvarnished truth for you today, Digital Decoders! From Microsoft's transparent upskilling initiative to Med-Gemini's clinically candid AI models, we stuck to the facts about AI's cutting-edge developments. But our honest journey is just getting started - there's more reality-checked tech on the horizon. Keep your decoding skills sharp and join us again tomorrow as we continue unveiling the the forthright future of AI.