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今天有好几个开源的小模型。 Mach-1 Additive：35B，1.7bit量化，16G Mac可以流畅运行。 模型： Shieldstral 1.0 3B：多模态审核模型，仅3B，支持文字+图片输入，支持自定义审核规则。 模型： Maple-Preview：20B总参数，1B激活参数，1.58bit量化，iPhone可运行，在M4 Mac Mini上可以达到218token/s。 模型： Pokee-Isaac 28B：这个没开源，28B模型，特色是1000万上下文。luna水平和价格。 官方介绍：

朋友家的电脑非常卡顿，让我看看，我打开电脑一看，发现内存只有4G，用的还是机械硬盘，却安装了Windows10，硬盘使用率长期在100%的状况，对于这种情况，只好对朋友说，删除Windows10，重新安装个Windows7吧。

【美国考虑禁止进口中国光模块？市场人士：可能性较小，影响也可控】据中新网8月4日晚间报道，有媒体报道称，知情人士透露，美国政府正起草一项禁令，拟禁止进口中国新型号的数据中心组件，以保护支撑人工智能(AI)发展的关键基础设施。产业分析人士认为，美国严格禁止进口中国光模块的可能性较小，一是从行业格局看，美国AI建设离不开中国光模块。全球前10名光模块厂商有7名为中国厂商，800G、1.6T等高速光模块中中国厂商出货占比70%，美国厂商产能和技术先进性均存在不足。目前美国主要云厂商正在加快AI基础设施建设，如无法获得中国光模块，整个建设进度将受到影响。二是从过往情况看，严格禁止进口中国光模块的可能性较低。另有市场人士也分析称，历史上也出现过多次这类信息，信息真假难辨无需过度猜疑。“即便消息为真，从历来应对来看都影响可控。”（澎湃）

Hot take… isn’t it kinda crazy that nobody is really using AI Agents? I don’t mean software engineers or AI early adopters. I mean “college friends talking about it in group chat,” the feeling you got when everyone started using Instagram or TikTok. These frontier AI models are *insane* (as are the harnesses & tool calls & the like). And every large tech co has an AI agents platform, not to mention all the YC startups doing vertical agents. Yet all of your friends and family outside of tech — who spend all day staring at their iPhones and get paid to work in browser tabs — don’t really care or find themselves using any AI agents yet. Yes ChatGPT, Claude, etc. are extremely popular… but if you look at the engagement data the vast majority of people are still using these aI chat tools like a glorified Google + Grammarly. That’s why the AGI labs are all pushing desktop apps for Codex, Cowork, etc. so hard to non-technical ppl. And yes exceptions for lawyers and customer service but even those have some asterisks and exceptions to rule. Look I’m not saying the ChatGPT moment for AI Agents is not coming… it most definitely is! Remember we pivoted from Arc to Dia precisely because we believe computing is going to be radically reimagined around these AI primitives. No doubt. But that’s my point: it’s just so surprising it hasn’t happened yet because all of the tech you’d need is there. Again if you stop for a second and think about it… for all the press and money and hype and models and crazy ARR numbers… this “AI Agent” moment does not *feel* like the other breakthrough tech moments we’ve lived through (e.g. think the shift to Stories via Snapchat & Instagram, or shift to on-demand via Uber/Airbnb/Doordash). Which is a long way of saying: if you can figure out the answer to “why” most people don’t care about AI agents yet (and have no enduring interest in using them) — especially since the models and harnesses are here and ready — the answer to that question will allow you to capture a lot of marketshare and make a lot of money in 2027. Theoretically, the tech is ready for AI Agents to totally transform how we work and live our lives… but alas the general public dgaf… that’s the generational puzzle to solve for the next 12 months for anyone not working on the models themselves.

发一个超级福利吧，开源的 AI文字图片生成带音频的视频（MiniMax-H3）工具V1.0，文字、图片、音频等生成视频的傻瓜版win整合包 8g内存基本就可以很快出片了，这东西效率飞快，直接nsfw完全起飞，以后短片的丰富程度已经可以打死日本9成av了···

问题是唱多inp和LUMENTUM能分开吗？COHR也都是同一回事。AXTI与 Lumentum 签订 InP 衬底供应 + 产能预留协议，有效期至 2031-12-31，Lumentum 支付首笔 4350 万美元定金，2028 年第二笔 4350 万美元，合计 8700 万美元预付款，这两个是同一个物理变量就是200G EML 出货量。前面唱空还不是在拿筹码！？