Posts
All the articles I have published.
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A Quiet Shift in the Software Paradigm: From Attention Extraction to the Rise of Personal AI
Published date:8 min readA quiet shift is underway: as AI lowers the cost of building software, the attention-extraction model weakens and a user-aligned personal AI becomes plausible—reviving cognitive sovereignty.
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Extreme Weather Warning: Why We Need Proactive AI (Not Another Alert)
Published date:12 min readWeather alerts deliver information, not decisions. This essay argues for a proactive, human-centered AI layer that turns extreme weather warnings—cold, heat, blizzards, tsunamis—into quiet, personalized action plans, with governance to avoid alert fatigue.
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Shatter the Bottlenecks, Rewrite the World: How Generative AI Unlocks the Endgame of Open-World Games
Published date:8 min readOpen worlds don’t fail because they’re small. They fail because content throughput can’t match player curiosity. This essay explains—technically, but plainly—how generative AI reshapes assets, NPCs, and UGC into constrained systems that keep a world coherent while it keeps growing.
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Beyond the Great Wall: The Real State of China's AI Ecosystem in 2025
Published date:4 min readFrom DeepSeek's global disruption to MiniMax's IPO and Alibaba's Apple partnership—here is the data-driven reality of China's AI market in 2025.
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Tobby OS and the Zero‑Friction Future of Personal AI: From Intent to Outcome
Published date:6 min readAn exploration of future AI product forms centered on Tobby OS: eliminating cognitive friction with semantic-to-structure intelligence, passive assistance, intent routing, and humane interfaces that turn everyday language into reliable outcomes.
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Personal AI SaaS After Big Tech: Market Structure, Survival Space, and 0→1 Difficulty (2026 Deep Analysis)
Published date:8 min readAfter Big Tech’s full entry, do personal/small-team AI SaaS still have room to survive? This piece focuses on market structure, moat types, entry space, and the true difficulty of going from 0 to 1, offering a professional, verifiable judgment framework—not an execution plan.
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AI Commercialization Dual Tracks: B2B Scales First, B2C Builds Momentum
Published date:10 min readIn the next 3–5 years B2B will scale first, while long term B2C is more disruptive. Why this happens, how to plan, and how B2B2C bridges both.
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2026 人工智能发展趋势：算力、Agent、边缘闭环与绿色治理的拐点
Published date:3 min read基于 MIT Technology Review、IDC、McKinsey、NVIDIA GTC、Reuters 等权威来源的系统性综述：2026 年 AI 将在算力与能效、智能体与多模态视频、边缘与行业闭环、治理与绿色 AI 四条主线加速成熟，走向“环境智能层 + 个人/企业 OS”。
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AI Trends 2026: Compute, Agents, Edge Loops and Green Governance
Published date:11 min readA research-backed annual review of AI heading into 2026: compute and efficiency, agentic systems, multimodal/generative video, edge inference, industry closures, governance and green AI.
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Tendances IA 2026 : calcul, agents, boucles edge et gouvernance verte
Published date:13 min readRevue annuelle vers 2026 : ressources de calcul et efficacité, systèmes agentiques, multimodal/vidéo générative, inférence en périphérie, fermetures industrielles, gouvernance et IA verte.
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KI‑Trends 2026: Compute, Agenten, Edge‑Schleifen und grüne Governance
Published date:9 min readJahresrückblick Richtung 2026: Rechenressourcen und Effizienz, agentische Systeme, multimodal/generative Videos, Edge‑Inference, industrielle Abschlüsse, Governance und Green AI.
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AIトレンド2026：コンピュート、エージェント、エッジ閉ループ、グリーン・ガバナンス
Published date:2 min read2026年に向けたAI年次レビュー：計算資源と効率、エージェント化、マルチモーダル/生成動画、エッジ推論、産業閉ループ、ガバナンスとグリーンAI。
