Posts
All the articles I have published.
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Cold Reflection Under the Carnival: Regulations, Ethics and Future Social Games of AI Healthcare
Published date:11 min readAs AI healthcare technologies advance rapidly, we examine the critical regulatory, ethical, and social challenges that must be addressed to ensure responsible implementation and equitable access to AI-powered medical care.
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The Universal Formula for Prompt Engineering: Core Principles and Structured Frameworks
Published date:7 min readMaster the art of prompt engineering through role prompting, structured instructions, and chain-of-thought reasoning. Transform weak prompts into powerful tools with proven frameworks.
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Mirrors Within Mirrors: The Cycles, Revelations, and Future Speculations of AI Narratives
Published date:29 min readAs the concluding piece of the AI Origins series, this article shifts from technological history to intellectual history, exploring the deep patterns of AI development, philosophical reflections, and the relationship with human civilization, revealing the eternal themes of intelligence exploration.
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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.
