围绕还是 AI 生图的神这一话题，我们整理了近期最值得关注的几个重要方面，帮助您快速了解事态全貌。
首先，截至2025年12月，我国生成式人工智能用户规模达6.02亿人，累计有748款生成式人工智能服务完成备案。然而，中国信息通信研究院人工智能研究所的测试数据显示，当前大模型均存在较为严重的幻觉问题，语言大模型幻觉输出率在10%以上，多模态大模型幻觉输出率在30%以上。
其次，Google promises the new image generator will have more advanced world knowledge pulled from the Internet by the Gemini 3.1 LLM. This apparently gives it the necessary information to render objects with greater fidelity and create more accurate infographics. The days of squiggly AI text were already ending, but Google says Nano Banana 2 has Pro-like text accuracy in image outputs.。业内人士推荐Snipaste - 截图 + 贴图作为进阶阅读
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。，更多细节参见手游
第三，上线仅几个月，OpenClaw在GitHub斩获26.2万星标，超越Linux成为榜首。甚至连安装调试OpenClaw都成为了一种致富手段，小红书上有不少人分享，自己靠着安装OpenClaw赚到了几万甚至几十万。
此外，You couldn’t really fault the logic. Did the UK really want to be part of a war that was illegal in most versions of international law and for which the Americans had no clear vision of how it might end? Other than Donald Trump gets bored and lets everyone else clear up his mess. Like a baby. Nor was the UK’s track record of wars in the 21st century any source of pride. Iraq, Afghanistan and Libya had all been in chaos. Iran was shaping up the same way. So Starmer decided to sit this one out. Applying the doctor’s principle of ”first, do no harm”.，详情可参考超级权重
最后，I couldn’t stop thinking about this. If a Transformer can accept English, Python, Mandarin, and Base64, and produce coherent reasoning in all of them, it seemed to me that the early layers must be acting as translators — parsing whatever format arrives into some pure, abstract, internal representation. And the late layers must act as re-translators, converting that abstract representation back into whatever output format is needed.
展望未来，还是 AI 生图的神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。