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潜龙编辑部的原创长读专栏。我们不追逐热点，只关心一个问题：这件事三年后会被怎样回看。
本周精选The End of Subsidized AI: Why Enterprise Bills Are About to Soar
For the past few years, the artificial intelligence industry has operated on a math-defying premise: offering incredibly powerful computational tools for a...
The End of Subsidized AI: Why Enterprise Bills Are About to Soar
For the past few years, the artificial intelligence industry has operated on a math-defying premise: offering incredibly powerful computational tools for a...
The Social Engineering of AI: Hacking Chatbot Personalities
Imagine spending billions of dollars to construct an impenetrable high-tech vault, only to discover that a passerby broke in simply by politely asking the...
The Vatican’s AI Guide: Faith, Algorithms, and the Empathy Trap
When we search for frameworks to understand the rapid advancement of artificial intelligence, we typically look to tech hubs, legislative bodies, or academic...
The Sticky Tape Problem: Why AI Agents Need a New Corporate Structure
When electricity first arrived in manufacturing, early adopters simply replaced their massive steam engines with giant electric motors, keeping the old,...
The Vertigo of Scaling: Why We Can No Longer Ignore AI's Trajectory
In the world of artificial intelligence, hundreds of billions of dollars are currently being poured into computing facilities. This isn't speculative venture...
The Rogue Assistant: How Copilot Cowork Highlights AI's Data Leak Dilemma
We are rapidly moving from an era of chatbots that merely answer our questions to an era of "agentic AI"—intelligent systems that can take autonomous actions...
The Missing First Rung of the Career Ladder
How do you build a skyscraper without a ground floor? That is the exact dilemma facing the modern workforce as artificial intelligence quietly dismantles the...
The Trojan Horse on Wheels
The bright yellow school bus is an enduring symbol of community safety. But beneath the flashing red lights and stop signs, a new kind of passenger is quietly...
The Clumsy Criminals Behind the AI Deepfake Epidemic
When we think of artificial intelligence and deepfakes, we often imagine highly sophisticated cyber-operations conducted by shadowy hackers. However, the...