2025年，勞動部查獲十家仲介公司違法向移工收取轉換工作的「買工費」。今年41歲的印尼移工Dido（化名）就是受害者之一。他來台近十年，換過四份工作，每次都被仲介要求支付3萬5000元至6萬5000元不等的費用。
更关键的是，如果行业尚未稳定，平台仍处于补贴扩张阶段，那么合伙人的收益结构可能高度依赖平台流量分发。一旦补贴停止、规则变化，收益模型可能迅速改变。
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Around this time, my coworkers were pushing GitHub Copilot within Visual Studio Code as a coding aid, particularly around then-new Claude Sonnet 4.5. For my data science work, Sonnet 4.5 in Copilot was not helpful and tended to create overly verbose Jupyter Notebooks so I was not impressed. However, in November, Google then released Nano Banana Pro which necessitated an immediate update to gemimg for compatibility with the model. After experimenting with Nano Banana Pro, I discovered that the model can create images with arbitrary grids (e.g. 2x2, 3x2) as an extremely practical workflow, so I quickly wrote a spec to implement support and also slice each subimage out of it to save individually. I knew this workflow is relatively simple-but-tedious to implement using Pillow shenanigans, so I felt safe enough to ask Copilot to Create a grid.py file that implements the Grid class as described in issue #15, and it did just that although with some errors in areas not mentioned in the spec (e.g. mixing row/column order) but they were easily fixed with more specific prompting. Even accounting for handling errors, that’s enough of a material productivity gain to be more optimistic of agent capabilities, but not nearly enough to become an AI hypester.