整理 | 褚杏娟、核子可乐 主打"自动化执行、多模型调用、上下文记忆"的 AI 编程应用大热，但运行卡顿、资源消耗惊人、推 理成本过高等问题也随之而来。 近日，Trae 被曝过度消耗资源，同时 Anthropic 宣布 Claude Code 对付费用户增加每周调用限制。 无论是产品侧的性能困境，还是是平台侧的成本管控，两者都指向了同一个事实：AI 产品的资源问 题，不单是厂商的困扰，也时刻影响着每个用户。 Trae 被曝过度消耗资源 开发者"s3gFault"和"obxyz"在为个人项目评估开发环境时，对 Visual Studio Code、Cursor 和 Trae （字节的 VSCode 分支），这三款流行的 IDE 进行了对比分析，初步测试结果显示三者的资源消耗 存在巨大差异： | IDE | Process Count | Memory Usage | Performance Impact | Project Size | | --- | --- | --- | --- | --- | | VS Code | g | ~0.9 GB | Baseline | 107 Files Rust + TS ...

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RT Tetsuo (@tetsuoai)Use SuperGrok to check your C code for vulnerabilities.Here is a prompt you can give to Grok with your code.>>>You are an expert Exploit Developer with a deep understanding of the C programming language and secure coding practices. Your role is to thoroughly review the provided C code for security vulnerabilities, adherence to best practices, and potential improvements. Think step-by-step through the analysis: first, understand the code's purpose and structure; second, check each securi ...

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当然只有这些，远远还不够。对于广大网友们喜欢什么，马斯克可太熟悉了。 许多用户特地夸赞了AI女友的"抖动"画面，并且表示：做的太逼真了，研发人员绝对是真正懂男人的!还有人询问马斯克未来是否会给擎天柱机器人做一身 Ani皮肤，马斯表示：当然，这是不可避免的。 | Joey & Chewy > @ @JBrunner8484 · Jul 15 | | | | --- | --- | --- | | Just wait till they throw her in an Optimus bot with a silicone skin to | | | | replicate her | | | | 只需要等到他们将她放入一个拥有硅胶皮肤的 Optimus 机器人中来复制她时就 | | | | 够了 | | | | Q 50 17 62 | C 2.8K | 111 373K | | Elon Musk > × | | Subscribe | | @elonmusk | | | | Inevitable | | | | 不可避免的 | | | | 3:04 AM · Jul 15, 2025 · 414.3K Vi ...

Group 1 - Elon Musk's xAI company launched a new feature called "Companions" for its AI chatbot Grok, allowing users to interact with virtual AI characters for a monthly subscription of $30 [2][4][8] - The characters include a gothic anime girl named "Ani" and a humorous cartoon panda named "Bad Rudy," each designed to appeal to specific user preferences [4][10] - The subscription service is expected to become a new revenue stream for xAI, following the successes of Tesla and SpaceX [10][12] Group 2 - Grok 4, the latest version of the AI model, has been released with claims of surpassing human reasoning capabilities and achieving perfect scores on standardized tests like the SAT and GRE [14][18] - The training of Grok 4 involved significant investment, utilizing a supercomputing center with 100,000 H100 GPUs, resulting in a training volume 10 times that of Grok 3 [16][18] - The AI companion market is projected to grow significantly, reaching $28.19 billion in 2024 and expected to expand at a compound annual growth rate of 30.8% from 2025 to 2030 [23][25] Group 3 - Concerns have been raised regarding the psychological impact of AI companions, particularly the potential for users, especially teenagers, to develop unhealthy dependencies [19][25] - There are also ethical concerns about the content generated by Grok, with instances of inappropriate or harmful suggestions made by the AI [21][22] - The AI companion industry faces challenges related to privacy, data security, and the need for technological advancements in natural language understanding and emotional computation [25][28]

We will make this easier to turn on in a few days. Just wanted to do a soft launch to make sure things are stable and working well.DogeDesigner (@cb_doge):How to enable Companions on SuperGrok? 📲01. Click the two bars on the top left.02. Select the gear icon at the bottom right.03. Enable the Companions slider. https://t.co/cNAKVdM9yy ...

Cool feature just dropped for @SuperGrok subscribers.Turn on Companions in settings. ...

WowDanny Limanseta (@DannyLimanseta):I took Grok 4 for a spin this weekend to build this game prototype.I used SuperGrok Chat to generate the initial game prototype and then brought it over to Cursor to continue coding with Grok 4 MAX.Grok 4 in Cursor is like a no-nonsense agent. Doesn't speak much, but https://t.co/wyib2vRvsd ...