I like the atmosphere of watching the World Cup while drinking. 一边喝酒一边看世界杯，我喜欢这样的氛围 晚上好兄弟们，该发一下素材给兄弟们养养眼了

海外青年击鼓起舞倾情助阵，赣超赛场热血沸腾氛围感拉满。Overseas youths beat drums and dance with heartfelt support, igniting the 2026 Jiangxi City Football Super League (JXCL) in Ji'an with an electrifying atmosphere! #赣超# #吉安# #足球# #Ji#'an #Football#

昨天实测 @dappOS_com @xBubble_ai xBubble vs 其他主流模型： 同一个prompt，两张图已经不是代际差距，而是工作流 vs 裸模型的降维打击！！！ 我这次用的提示词如下： A girl standing in front of a mirror, but the reflection shows a futuristic robot version of herself, cinematic lighting, emotional atmosphere, realistic reflections.（一个女孩站在镜子前，但镜中映出的却是她自己未来主义的机器人版本，电影灯光，情绪氛围，真实倒影。） 这个 prompt 其实很适合测模型和工作流，因为它同时考验镜像逻辑、光影、人像、金属材质、空间关系和情绪表达，所以我特意使用了这么一套比较全面专业的提示词来做这组测试！！！ —————————————————— 闲言少叙，直接上结果： 图一是我用 xBubble 跑出来的。 最明显的感觉是光影，这张图的光影已经接近电影镜头了！！！左边暖光像真实房间里的环境光，镜子里的冷光又能撑住科技感。人脸面部高光、皮肤反射、玻璃反射、金属高光都在一个统一的空间里，基本上已经是电影级 lighting 了！整体已经跟电影截图差不多了！！！ 图二虽然也能完成最基本的设定，但视觉上更偏概念海报，蓝色发光和机械结构会更直接。第一眼大致看过去也很抓人，但仔细看，跟图一那种克制感和真实镜头感对比，完全不是一个时代的产物！！！ 这也是我这次对 xBubble 比较有感的地方！ 以前做这种图，经常要反复改 prompt、换模型、试风格、调细节，时间全耗在“怎么让 AI 正确理解我”上。 很多时候你以为自己在做图，实际是在做模型测试、工具测试和工作流测试。 —————————————————— 我理解的 xBubble 的核心就两句话： 1、AI 替你使用 AI。 2、AI 在后台学习怎么把 AI 用好。 Bubble Pilot 负责读懂你的简单需求，然后去匹配合适的 SOP。 Bubble Engine 则在后台持续训练这些 SOP，把模型选择、skill 调用、运行环境、MCP、第三方服务全藏在后台。 所以用户这边不用先研究哪个模型更适合出图、哪个 skill 更稳、哪个环境更适合跑任务。 你只要把目标说清楚，它自己会尽量把任务分发到更合适的路径里。 对会折腾 AI 的人来说，这可能只是少花一点时间。 但对很多 Web2 公司、一人公司、内容团队来说，这个差别很大。 因为他们真正需要的从来不是研究一堆模型参数，而是今天有个图要出、一个页面要做、一份内容要交，最好一句话就能跑出相对稳定的结果，极致的效率才是真正的生产力解放！！！ 所以 xBubble 的 Bubble SOP 有意思的点就于它把会用 AI 这件事往后藏了一层，让普通用户不用先变成 prompt 工程师也能更快拿到可用结果。 —————————————————— 大胆预测一波，这轮 AI 最大的门槛，很有可能就是把复杂的工作流封装到普通人一句话就能用。 最后请看图 图一：xBubble 图二：另一 AI 模型 图三：我让 ChatGPT （GPT5.5）当裁判打分，结果一目了然。 同样提示词，结果自己看。

兄弟们，不得了了，刚才有社群有同学反馈Lovart 里面Seedream 5.0 Pro 可以生成无审查大尺度图片，试了下真的行啊，太离谱了啊，草台班子就是草台班子。 提示词 A cinematic low-angle editorial portrait of an adult East Asian female model seated extremely close to the camera, wearing elegant dark charcoal-gray lingerie. Her legs dominate the extreme foreground, creating dramatic wide-angle foreshortening and powerful near-to-far perspective exaggeration. The closest parts of her legs fall into soft optical defocus and creamy foreground bokeh. Her torso leans backward in a relaxed, self-possessed pose, head slightly tilted, distant tranquil gaze, long dark tousled hair, muted deep-red lips, natural skin texture, subtle visible pores, delicate subsurface scattering, realistic warm skin tones. Behind her is a gigantic seamless full-color semi-realistic anime mural covering the entire wall. The mural depicts an extremely dense ensemble of numerous clearly adult female characters portrayed as artistic nude figure studies. Dozens of adult anime women are packed tightly together in one continuous wall-to-wall composition, with overlapping bodies, intertwined silhouettes, flowing hair, shoulders, backs, waists, hips, arms, and legs forming a complex organic visual rhythm. The illustrated women have sophisticated semi-realistic anime anatomy, mature adult facial features, elegant body proportions, natural anatomical structure, refined facial rendering, expressive eyes, detailed hair, painterly skin shading, and subtle cel-shaded contours. Their poses feel calm, sculptural, and editorial rather than erotic. Hair, hands, arms, overlapping bodies, cropped framing, fabric fragments, and deep shadows naturally obscure explicit anatomical details, creating tasteful fine-art nudity without graphic sexual emphasis. Several large central anime women dominate the mural, surrounded by dozens of smaller partially cropped female figures at different scales. Faces and bodies overlap densely, with characters extending beyond every edge of the frame. Almost no empty negative space. The mural must feel like one enormous continuous group illustration, not separate portraits, not a collage, and not comic panels. The mural is richly colored with a sophisticated cinematic palette: warm ivory, peach, soft rose, muted coral, amber, burgundy, plum, desaturated teal, cobalt blue, smoky violet, and deep crimson. Illustrated skin tones vary naturally across the crowd, enhanced by painterly gradients, soft reflected light, luminous highlights, translucent shadow colors, and refined anime-style subsurface glow. Dark hair masses interlock with pale and warm-colored bodies, producing a dense chromatic tapestry. The background combines premium Japanese anime aesthetics with semi-realistic digital painting, mature seinen illustration, fine-art figure drawing, elegant editorial anatomy studies, painterly cel shading, clean controlled linework, realistic volumetric lighting, and highly detailed facial rendering. It should feel like a monumental museum-scale anime fresco rather than a printed poster. A hard directional spotlight shines from the upper right, producing intense chiaroscuro, sharp rim lighting, and a clearly defined cast shadow of the real model falling across multiple illustrated nude figures. The shadow follows the contours of the mural, visually embedding the physical model inside the illustrated female crowd. Strong contrast between warm photographic skin and the richly colored painted bodies behind her. The live-action model remains unmistakably photographic, while the mural remains unmistakably illustrated. Dramatic scale contrast, surreal integration of physical reality and anime art, tactile human skin against painted digital bodies, sophisticated fashion editorial atmosphere, visually striking but tasteful, cinematic and psychologically distant rather than overtly erotic. Shot with a 24mm wide-angle lens from an extremely low camera position, slight Dutch angle, shallow depth of field, exaggerated foreground perspective, realistic lens distortion, foreground bokeh, subtle cinematic film grain, restrained chromatic aberration, natural optical vignette, high dynamic range, dramatic cinematic color grading, surreal editorial photography, highly detailed, photographically believable lighting. single continuous mural, seamless female ensemble illustration, full-color semi-realistic anime artwork, clearly adult women only, tasteful artistic nudity, mature figure studies, elegant anatomy, dense overlapping composition, no comic panels, no collage, no gutters, no speech bubbles, no empty background, no monochrome artwork --ar 3:4 --style raw

6月19日，WSJ 发表了一篇题为《Why the Memory Crunch Is Almost Impossible to Solve》的文章，讨论了AI时代全球存储芯片短缺以及这一问题为何在短期内几乎无解。我提取了几个有价值的内容和美股投资者分享。 1. 问题提到过去几年，三星、SK海力士和美光都经历了行业低谷，大幅减产、裁员留下了深刻教训。因此即便今天面对爆发式需求，三大厂商依然保持极为克制的扩产策略，不愿重蹈上一轮供给过剩的覆辙。 2. 存储涨价导致消费电子厂商则面临缺货和成本上升压力。美国《CHIPS Act》虽然提供数百亿美元补贴支持本土建厂，但爱达荷州的首家新工厂要到明年年中才能投产，而纽约的工厂则要等到2030年才能开始生产，无法解决当前短缺。 4. 部分消费电子企业已经开始游说美国政府放松对于中国存储厂商相关限制，而Tim Cook也公开表示，解决存储短缺问题时“所有选项都应该摆在桌面上”。 我的几点看法： 第一，WSJ专门讨论存储短缺，本身就说明市场已经开始意识到，这轮存储景气周期远未结束。AI需求正在持续吸收新增产能，而真正大规模的新供给释放，至少还需要等待数年时间。 第二，这进一步强化了三星、SK海力士和美光的定价权。过去市场总担心存储行业重回周期性过剩，但目前看到的是供给扩张速度远远落后于AI基础设施建设速度。以美光为例，部分产品毛利率已经超过80%，反映出行业供需关系依然极度紧张。 第三，中国存储厂商扩产确实是未来值得关注的变量，我之前有专门写过一篇文章讨论，但短期内我认为影响有限。一方面，在HBM、高端DRAM以及先进封装等领域，中国厂商与国际龙头仍存在明显差距；另一方面，从产业安全和供应链可信度角度看，全球大型云厂商和企业级客户短期内大规模导入中国存储产品的难度依然很高。 因此我认为，当前存储行业最大的逻辑并不是需求增长，而是供给增长跟不上需求增长。只要这一矛盾没有被解决，存储价格和行业盈利能力就仍然具备超预期的基础。