Robots Are Now Building Robots! Manufacturing is the primary battlefield for embodied AI, but also the hardest nut to crack. While AI adoption among Chinese large-scale industrial enterprises has surpassed 30%, most applications remain isolated pilots. Turning those tiny experiments into full-factory rollouts is a whole different story. Data Source:Securities Times Online, The penetration rate of artificial intelligence applications among industrial enterprises above designated size in China has exceeded 30%, as of 2026.07.07 #AI# #IndustrialAI# #SmartManufacturing# #Robotics# #TechTrends# Risk Disclaimer: Investment involves risk, including possible loss of principal. Any forecasts, projections, or opinions contained herein are for reference only and are not guaranteed to occur. The information in this material reflects prevailing market conditions and our judgment as of the release date, which are subject to change without further notice.

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New blog post 📝 "Buzzword Engineering" Prompt Engineering, Context Engineering, Harness Engineering, and now Loop Engineering — at least four "Engineerings" have been born in just a few years since LLMs arrived. Why does the next name keep arriving before the previous one has matured into a real methodology? 🤔 In this post, I name and dissect this phenomenon: Buzzword Engineering — a mode of knowledge production in which methodologies are named and shipped faster than verification can digest them. The root cause is an asymmetry of speed. LLMs drove the cost of proposing methodologies to nearly zero, and are even becoming proposers themselves. Verification, however, completes only when products are used by real users — it remains rate-limited by human behavior. Proposals move at machine speed; verification moves at human speed. Names pile up in the gap as a backlog ⚙️ But this is not a piece that sneers at buzzwords. As Schumpeter's "swarms" and the hype cycle show, proliferation is written into the standard timetable of every technological revolution — it is the first step of knowledge creation, coordinating the attention of engineers worldwide. What I propose instead is a gearbox connecting two clocks: the weekly clock of methodology and the yearly clock of product value. That gearbox is xOps. Inside it: evaluation assets that compound over time, an "autonomy budget" for operating agent delegation by observation, and one norm — if you coin a name, attach falsification conditions and an eval. Methodologies depreciate; evaluation assets compound 🚀 If you're tired of chasing new names, this one is for you. #BuzzwordEngineering# #TechTrends#