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I bet the agentic coding AI providers are working feverishly on a feature that lets your local agent maintain a full representation of the entire codebase in memory at all times. Right now, we still get a lot of "I have to check up on that/let me read through the code to understand how it works" messages from our agents, but I bet this will be completely replaced by a persistent and permanent internal representation of your codebase that new Agentic prompts can tap into immediately quite soon.
For me, that's the one thing that makes agents less reliable than humans because human developers have that internal representation in their brains when they code. Once that's externalized, either into memory or a file that can be loaded quickly, these agents will be even more powerful than we can possibly comprehend.
For me, that's the one thing that makes agents less reliable than humans because human developers have that internal representation in their brains when they code. Once that's externalized, either into memory or a file that can be loaded quickly, these agents will be even more powerful than we can possibly comprehend.
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![刚发现 Skywork AI 上线了 AI 海报设计的能力
支持用 Nano Banana Pro 分析你的需求帮你生成符合需求风格的海报图片
而且支持编辑模式，你可以选择想要具体编辑的海报位置点击之后输入提示词，这个改图可以说相当方便[强]。
我把一整篇 Anthropic 的论文发给他让他变成海报试了一下效果不错啊，会先让你从四个符合的风格里面选一个，然后还会让你选择比例。
我选了一个科技童趣风格，结果挺不错的，该有的都有了，质感也在线。](/_next/image?url=https%3A%2F%2Fpbs.twimg.com%2Fmedia%2FG6xK0WVa0AIL7VR.jpg&w=3840&q=75 "刚发现 Skywork AI 上线了 AI 海报设计的能力
支持用 Nano Banana Pro 分析你的需求帮你生成符合需求风格的海报图片
而且支持编辑模式，你可以选择想要具体编辑的海报位置点击之后输入提示词，这个改图可以说相当方便[强]。
我把一整篇 Anthropic 的论文发给他让他变成海报试了一下效果不错啊，会先让你从四个符合的风格里面选一个，然后还会让你选择比例。
我选了一个科技童趣风格，结果挺不错的，该有的都有了，质感也在线。")
刚发现 Skywork AI 上线了 AI 海报设计的能力 支持用 Nano Banana Pro 分析你的需求帮你生成符合需求风格的海报图片 而且支持编辑模式，你可以选择想要具体编辑的海报位置点击之后输入提示词，这个改图可以说相当方便[强]。 我把一整篇 Anthropic 的论文发给他让他变成海报试了一下效果不错啊，会先让你从四个符合的风格里面选一个，然后还会让你选择比例。 我选了一个科技童趣风格，结果挺不错的，该有的都有了，质感也在线。
关注人工智能、LLM 、 AI 图像视频和设计（Interested in AI, LLM, Stable Diffusion, and design） AIGC 周刊主理人｜公众号：歸藏的AI工具箱
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At the #BloombergNewEconomy Forum in Singapore, I discussed the future of AI, and why open-source is how rest of the world can work together to develop AI. When you don’t have hundreds of billions of dollars of funding, you’re forced to collaborate. Constraints breed innovation.
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RT @RonVonng: 要做PPT统计了下 PostgreSQL 生态里面（内核，扩展，发行版）的中国开源项目，结果说起开源影响力，还是个体户老冯的 Pigsty star 最多，哈哈……
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