Posts
All the articles I have published.
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AI Infrastructure at a Turning Point: GPUs, NPUs, and Near‑Memory Compute
Published date:3 min readKey hardware and system trade‑offs: general‑purpose GPUs, specialized NPUs/ASICs, near‑memory, and distributed orchestration.
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Personalized Learning and Assessment Reform: Five Ways AI Transforms the Classroom
Published date:3 min readA systemic redesign from teaching to assessment: diagnostic evaluation, dynamic content, and orchestrated learning paths.
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Platforms and Open Ecosystems: How AI Companies Build Durable Moats
Published date:4 min readFrom product to platform: developer network effects, supply‑chain coordination, and governed openness.
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Prompt Engineering 2.0: From Instructions to Protocols
Published date:2 min readUpgrade prompts into interaction protocols: roles, state, tools, memory, and evaluation loops.
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How Google is Building the Personal Health Coach with Gemini: PH-LLM's Technical Breakthrough and Future Outlook
Published date:10 min readIn-depth analysis of Google Research's latest PH-LLM (Physiological Health Large Language Model), exploring its practical applications in Fitbit, technical architecture, and revolutionary impact on personal health management.
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OpenAI's Approach to Sensitive Conversations | A Forward Look
Published date:3 min readDeep analysis of how OpenAI is building safer, more responsible AI systems for sensitive dialogue scenarios - from GPT-5 System Card to ChatGPT practical implementations
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Seed3D 1.0: A High-Fidelity, Simulation-Ready 3D Foundation Model for Embodied AI
Published date:3 min readByteDance Seed3D 1.0 delivers high-fidelity asset generation, native physics compatibility, and scalable scene composition—from a single image to robotics-ready 3D assets for simulators like Isaac Sim.
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Little Giants of AI SaaS: How Solo Builders Win
Published date:5 min readWhen big players pave highways, small AI SaaS wins with controllable experiences and outcome‑selling. Four case studies and a PEAL playbook.
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Cold Thoughts on AI Native Business: What Are the Real Barriers When Technology Dividends Disappear?
Published date:25 min readAn in-depth analysis of the survival crisis facing AI startups, revealing the essential path to building sustainable competitive advantages in the era of technological democratization
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The Solo Developer's Guide to AI Entrepreneurship: From Code to Cash
Published date:11 min readA practical roadmap for individual developers to start profitable AI businesses. Learn how to leverage existing AI tools, build MVPs quickly, and scale without a team. Build your AI SaaS.
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The AI Landscape in 2026: From Model-Centric Hype to Ecosystem Maturity
Published date:8 min readA comprehensive analysis of how artificial intelligence will evolve by 2026, examining technological differentiation, geopolitical divisions, and the shift from parameter wars to practical applications.
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DeepSeek-V3.2-Exp: Official Release with Revolutionary Sparse Attention and 50% Cost Reduction
Published date:14 min readOfficial analysis of DeepSeek-V3.2-Exp's groundbreaking Sparse Attention mechanism, massive API cost reductions, and open-source ecosystem expansion.
