热力图可以理解为一张“重点标记图”——图像中颜色越深的区域，代表模型应该越关注。比如指令是让机器人开办公室门，它会重点盯着门把手，而不是整扇门——不管门是木门、玻璃门还是什么颜色，只要把手在那儿，它就知道怎么操作。回到工厂搬料箱的场景也一样，模型关注的是把手，不是整个料箱，更不是整个视野里的工厂。
Once the basic stuff was working, I wanted to load TAP files directly, simulating cassette loading. This was the first time the agent missed a few things, specifically about the timing the Spectrum loading routines expected, and here we are in the territory where LLMs start to perform less efficiently: they can’t easily run the SDL emulator and see the border changing as data is received and so forth. I asked Claude Code to do a refactoring so that zx_tick() could be called directly and was not part of zx_frame(), and to make zx_frame() a trivial wrapper. This way it was much simpler to sync EAR with what it expected, without callbacks or the wrong abstractions that it had implemented. After such change, a few minutes later the emulator could load a TAP file emulating the cassette without problems.
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