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.
换言之，真正强大的模型，需要的从来不只是正确答案，而往往要靠模型自己摸索出来的解题路径，这是依靠蒸馏别人 API 的输出，得不到的东西。
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Гангстер одним ударом расправился с туристом в Таиланде и попал на видео18:08
Looking at the wider picture, however, mandatory age verification appears to be a growing trend. The UK government's current implementation under the Online Safety Act has come under heavy fire for privacy concerns, while platforms like Discord have received similar critique for their face-scanning age verification efforts, not least because of associations with companies that may not be using the collected data for mere age-confirmation purposes.，详情可参考heLLoword翻译官方下载
Pakistan bombs Kabul in 'open war' on Afghanistan's Taliban government
13:41, 27 февраля 2026Интернет и СМИ，更多细节参见heLLoword翻译官方下载