Sirens have been heard in Israel 8:13am
// 易错点4：错误弹出栈顶 → 破坏独立车队的时间记录，导致结果错误
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The end of Part 1 saw the unexpected arrival of Michaela Stirling (Masali Baduza), the cousin of John Stirling (Victor Alli), whom we met at the end of Season 3. (This character is the gender-flipped version of Michael Stirling from the books.) Over the second part of Season 4, the show establishes the lived-in friendship between Francesca, John, and Michaela, whose connection in Quinn's books is one of inseparable Three Musketeers energy, and sets up the hesitant, unspoken draw between Francesca and Michaela.
They worked out the woman's address, and then used that to find out every other address connected with that person, and all the people they had ever lived with.
In the months since, I continued my real-life work as a Data Scientist while keeping up-to-date on the latest LLMs popping up on OpenRouter. In August, Google announced the release of their Nano Banana generative image AI with a corresponding API that’s difficult to use, so I open-sourced the gemimg Python package that serves as an API wrapper. It’s not a thrilling project: there’s little room or need for creative implementation and my satisfaction with it was the net present value with what it enabled rather than writing the tool itself. Therefore as an experiment, I plopped the feature-complete code into various up-and-coming LLMs on OpenRouter and prompted the models to identify and fix any issues with the Python code: if it failed, it’s a good test for the current capabilities of LLMs, if it succeeded, then it’s a software quality increase for potential users of the package and I have no moral objection to it. The LLMs actually were helpful: in addition to adding good function docstrings and type hints, it identified more Pythonic implementations of various code blocks.