内存成本暴涨 300%，中国手机市场进入「大涨价元年」，千元机加速消失
AIO lacks this infrastructure. ChatGPT doesn't provide website owners with analytics showing how often their content appears in responses. Perplexity doesn't send performance reports. Google AI Mode doesn't have a Search Console equivalent yet. This creates a visibility problem—you can't optimize what you can't measure.
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演說開場，特朗普宣稱自己上任時面臨的是前任民主黨政府留下的「可怕經濟」，但在重返白宮第一年主導「多年來最偉大的逆轉」（turnaround for the ages），經濟在「前所未有地轟鳴」。他又強調美國股市上漲、抵押貸款利率降至近四年最低、牛肉與雞蛋價格顯著下跌，並聲稱12個月內吸引超過18兆（萬億）美元全球投資湧入。
The agent was able to create a very detailed documentation about the ZX Spectrum internals. I provided a few .z80 images of games, so that it could test the emulator in a real setup with real software. Again, I removed the session and started fresh. The agent started working and ended 10 minutes later, following a process that really fascinates me, and that probably you know very well: the fact is, you see the agent working using a number of diverse skills. It is expert in everything programming related, so as it was implementing the emulator, it could immediately write a detailed instrumentation code to “look” at what the Z80 was doing step by step, and how this changed the Spectrum emulation state. In this respect, I believe automatic programming to be already super-human, not in the sense it is currently capable of producing code that humans can’t produce, but in the concurrent usage of different programming languages, system programming techniques, DSP stuff, operating system tricks, math, and everything needed to reach the result in the most immediate way.