近期关于我用大厂 PUA 话的讨论持续升温。我们从海量信息中筛选出最具价值的几个要点，供您参考。
首先，Training AI with Human Data, Explained for Annotators
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其次，Zheng et al., 「When 'a Helpful Assistant' Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models」(链接)
来自行业协会的最新调查表明，超过六成的从业者对未来发展持乐观态度，行业信心指数持续走高。
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第三，I’ve marked out a region that boosts maths ability strongly. Notice where it sits? It’s away from the diagonal centre line, which means we’re not looking at single-layer duplications. Starting the repeated block at position 35, we don’t see any improvement until at least position 43. That’s seven layers of not much happening. In fact, we actually see decreased performance by repeating these layers (they are blue, bad!).
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最后，亏损面增大：行业调研显示，90%中小玩家处于亏损状态，30%创作者血本无归；仅不足1%头部团队月入超10万，90%普通创作者月收入低于5000元。
展望未来，我用大厂 PUA 话的发展趋势值得持续关注。专家建议，各方应加强协作创新，共同推动行业向更加健康、可持续的方向发展。