Posts
All the articles I have published.
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Your Personal Health Butler: How AI is Reshaping the Future of Personalized Health Management
Published date:8 min readExplore how AI is transforming healthcare from reactive treatment to proactive prevention through personalized health management, digital phenotyping, and intelligent wearables that serve as your personal health butler.
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Multimodal Fusion and Embodied Intelligence: AI's Journey from Virtual to Reality
Published date:15 min readExplore AI's revolutionary leap from single-text processing to multimodal perception and embodied intelligence, witnessing how breakthrough technologies like CLIP, DALL-E, and Sora redefine human-computer interaction, and how robotics enables AI to truly enter the physical world.
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Breaking the 'Rule of Double Ten': How AI is Revolutionizing Drug Discovery
Published date:9 min readAn in-depth analysis of how AI is shattering the traditional pharmaceutical 'ten years, ten billion dollars' rule, exploring the complete chain revolution from target discovery to clinical trials, and examining how technologies like Insilico Medicine, Exscientia, and AlphaFold are redefining the speed and cost of drug discovery.
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Tokens, Probability & Attention: The Mathematical Essence of Why Prompts Work
Published date:6 min readDemystifying the three fundamental pillars of large language models: tokenization, probability prediction, and attention mechanisms. Understand the mathematical foundations that make prompt engineering possible.
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Not Magic: From Principles to Practice, Rethinking Every Conversation with AI
Published date:5 min readDemystifying AI large language models and prompt engineering - understanding the science behind effective AI communication through token prediction mechanisms and probability distributions.
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The Transformer Revolution: Attention Mechanisms and the Rise of Large Language Models
Published date:19 min readFrom 'understanding' language to 'generating' worlds, how one architecture opened a new era of AI
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Eagle Eye: How AI Became the 'Super Second Opinion' in Medical Imaging
Published date:7 min readExplore how artificial intelligence revolutionized medical imaging analysis, from CNN breakthroughs in radiology to FDA-approved diagnostic tools, transforming how doctors detect diseases with unprecedented accuracy.
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Carnegie Mellon University: The Unsung Engine of AI's Pragmatic Revolution
Published date:6 min readDiscover how Carnegie Mellon University's engineering-first culture and systems integration approach quietly revolutionized AI, from pioneering speech recognition to autonomous vehicles, establishing the blueprint for practical artificial intelligence.
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Deep Awakening: How the Trinity of Data, Computing Power, and Algorithms Ignited the AI Revolution
Published date:19 min readExploring the three pillars of the 2006-2015 deep learning revolution: Hinton's algorithmic breakthroughs, Fei-Fei Li's data revolution, NVIDIA's computing awakening, and how AlexNet changed the world.
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From Lab to Bedside: How AI Knocked on the Gates of Medical Temple?
Published date:10 min readExploring the historical inevitability and initial opportunities that led AI to penetrate the sacred halls of medicine, from early expert systems to modern deep learning breakthroughs.
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The Ice Age Returns: The Second AI Winter and Silent Hibernation (1987-1993)
Published date:8 min readExploring the deep causes of the second AI winter, from the collapse of expert systems to the underground revival of connectionism, revealing the most critical turning point in AI development history.
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MIT & Stanford: The Rationalist and Pragmatist Titans of AI
Published date:10 min readA deep dive into how East Coast academic rigor and West Coast entrepreneurial spirit created two distinct but equally powerful AI research traditions
