标签:

  • 老旧公寓阳台憩息白裙少女逆光全身像

    老旧公寓阳台憩息白裙少女逆光全身像

    老旧公寓阳台憩息白裙少女逆光全身像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Theme:
    Rest on the balcony
    
    Subject:
    A woman in her 20s, deeply leaning back on a low black folding chair on the narrow balcony of an old apartment, with her legs stretched towards a large outdoor air conditioner unit on the left side of the frame, captured in a vertical full-body portrait. The woman reclines in the dark area at the bottom right of the frame, with her head at the center-right, upper body at the bottom-right, waist at the bottom-center, and legs extending long from the center to the left. The figure's own right arm is bent behind her head, against the back of her head, and her left arm hangs loosely outside the chair, with her left fingertips touching the top of a silver beverage can on the floor. Her ankles are slightly offset, and her bare soles and toes rest on the top surface of the outdoor unit.
    
    Character · Expression:
    Short black bob, with thin bangs and soft hair ends falling along the cheeks. Her profile faces the left side of the frame, eyes closed, chin slightly raised, and lips slightly parted, showing a relaxed expression. Bright natural skin tone, thin eyebrows, light eye makeup, and light coral lips. Due to the strong light from behind, thin bright edges are formed on the outlines of the bridge of the nose, lips, chin, shoulders, chest, arms, and thighs, while the front of the face and torso enter soft dark areas. A faint backlit outline also forms around the outer periphery of the hair.
    
    Clothing · Pose:
    A white spaghetti strap mini dress. The neckline is a deep V-shape, with slender vertical pleats and lace added symmetrically on both sides, and dense pleats gathered from below the chest to the waist. The thin white fabric hem forms folds below the waist when sitting, visible to the mid-thigh. A sheer white long-sleeved shirt is loosely draped over the shoulders, with the figure's own right arm side rolled up to near the elbow, and the left sleeve sliding down from the shoulder along the arm, with the long cuff hanging near the wrist. Barefoot, with the right leg placed on top and the left leg below, extended towards the outdoor unit, knees slightly bent. The black chair fabric and metal frame support the back, waist, and thighs, and the body sinks in the direction of gravity.
    
    Background · Lighting:
    In the foreground on the left, there is a large vertical grey air conditioner outdoor unit, showing black rectangular air intakes, horizontal louvers, a thick top surface, and the lower brackets. In the center is a grey metal handrail with slender vertical bars arranged, and the upper horizontal rail spans across the frame. Outside the handrail are layered white to light beige apartment buildings, with windows, balconies, and awnings blurred white under strong sunlight. The balcony floor is a dark grey rough waterproof surface, with a black chair frame, a pair of black slippers at the bottom center, and a slender silver can at the bottom right. There are small potted plants behind the outdoor unit and at the edge of the handrail, and thin-stemmed potted plants at the right end of the frame. The bright outdoor background casts strong natural light, placing the figure in backlight, while the floor and the wall near the interior fall into deep blue-grey shadows.
    
    Composition · Lens:
    A slender frame with an aspect ratio close to 2:3, capturing a full-body panoramic snapshot of the balcony from a slightly low eye level at the indoor opening. The upper half is mostly used for the negative space of the bright sky and apartments, placing the woman and the outdoor unit in the lower half. The outdoor unit on the left side of the frame serves as a large foreground, the legs stretched in the center serve as a diagonal, and the woman and chair on the lower right are configured as the dark-toned protagonists. A black window frame is added vertically on the right end, creating a sense of depth with the left wall and handrail. Include the woman's full body, toes, left hand and can, slippers, and the grounding parts of the chair in the frame. The focus is placed on the figure, and the outer buildings are brightly and softly blurred. Use the natural compression and moderate graininess of a standard focal length lens.
    
    Texture · Style:
    Realistic style summer lifestyle photo. Uses washed-out external light, deep blue-grey shadows, warm beige skin, thin white fabric, black chairs and slippers, and green potted plants. Detailed depiction of the subtle luster of the skin under backlight, short hair strands, pleats and lace of the dress, transparency and folds of the shirt, painted metal of the outdoor unit, dull reflections on the handrail, rough floor, and metallic luster of the beverage can. The exposure of the background is slightly increased, while details are retained in the dark parts of the figure, adding tonal gradations and slight grain similar to a quiet film photograph.
    
    Negative Prompt:
    Avoid profile distortion, asymmetrical closed eyes, extra fingers, left hand merging with the can, arm or leg deformation, hyperextension of knees and ankles, increase or decrease of toes, poor grounding of the outdoor unit, contradiction between chair support and gravity, unnatural marks from clothing, collapse of perspective between the handrail and the building, contradiction between backlight and shadows, text, logo, watermark, excessive skin smoothing.

    🇨🇳 中文提示词

    主题:
    阳台的休息
    
    主体:
    在老旧公寓的狭窄阳台上,深深倚靠在低矮的黑色折叠椅上,将双腿伸向画面左侧的大型室外空调机的20多岁女性,以纵向全身像拍摄。女性斜倚在画面右下方的暗部区域,头部位于右中央,上身在右下方,腰部在中央下方,双腿从中央向左长长伸展。人物自身的右臂弯曲置于头后,贴着后脑勺,左臂松弛地垂在椅子外侧,左手指尖触及地板上银色饮料罐的上端。双脚踝略微错开,赤裸的脚底和脚趾搁置在室外机的顶面上。
    
    人物·表情:
    短黑色波波头,薄薄的刘海和柔软的发梢沿脸颊垂落。侧脸朝向画面左侧,闭着眼睛,下巴微微抬起,嘴唇略微张开,呈现放松的表情。明亮的自然肤色,细眉,淡妆眼妆,浅珊瑚色的嘴唇。由于背后强烈的光线,鼻梁、嘴唇、下巴、肩膀、胸口、手臂和大腿轮廓上形成细亮的边缘,脸部正面和躯干进入柔和的暗部。头发外周也形成淡淡的逆光轮廓。
    
    服装·姿势:
    白色细肩带的迷你连衣裙。胸口为深V形,左右对称地加入细长的垂直褶裥和蕾丝,从胸下到腰部收拢细密的褶皱。薄薄的白色布料裙摆在坐下的腰部下方形成褶皱,可见至大腿中段。从肩部松散地披上带有透视感的白色长袖衬衫,人物自身右臂一侧卷起至肘部附近,左袖从肩头滑落沿手臂而下,长长的袖口垂至手腕附近。赤脚,将右腿置于上方、左腿置于下方伸向室外机,膝盖微微弯曲。黑色的椅子布料和金属框架支撑着背部、腰部和大腿,身体沿重力方向下沉。
    
    背景·光线:
    前景左侧有一台纵向的大型灰色空调室外机,显示黑色矩形吸气口、横向百叶窗、厚实的顶面以及下部的支架。中央是排列着细长竖杆的灰色金属扶手,上端的水平横杆横跨画面。扶手外侧是层层叠叠的白至浅米色的公寓建筑,窗户、阳台和檐篷在强烈日照下白茫茫地模糊。阳台地板为深灰色的粗糙防水面,放置黑色椅架、中央下方的一双黑色拖鞋,以及右下方的银色细长罐子。室外机后方和扶手边缘有小型盆栽,画面右端也有细茎盆栽。室外明亮的背景投射出强烈的自然光,将人物置于逆光中,地板和靠近室内的墙壁则落入深蓝灰色的阴影。
    
    构图·镜头:
    接近2:3纵横比的细长画面,从室内侧开口处以略低的视线拍摄阳台全景全身抓拍。上半部分大部分用于明亮天空和公寓的负空间,将女性和室外机置于下半部分。画面左侧的室外机作为大型前景,中央伸展的双腿作为对角线,右下方的女性和椅子作为暗调主角进行配置。右端纵向加入黑色窗框,以左墙和扶手营造纵深感。将女性的全身、脚尖、左手与罐子、拖鞋、椅子的接地部分纳入画面。焦点置于人物身上,外侧建筑明亮柔和地虚化。使用标准焦段镜头的自然压缩和适度的颗粒感。
    
    质感·风格:
    写实风格的夏日生活照片。使用白茫茫的外光、深蓝灰色的阴影、肌肤温暖的米色、白色薄布、黑色椅子和拖鞋、盆栽的绿色。在逆光下的肌肤细微光泽、短发发束、连衣裙的褶裥和蕾丝、衬衫的透视与褶皱、室外机的涂装金属、扶手的黯淡反射、粗糙地板、饮料罐的金属光泽进行细致描绘。背景略微提高曝光,在人物的暗部保留细节,添加类似安静胶片照片的色调层次和轻微颗粒。
    
    负面提示:
    避免侧脸变形、闭眼左右不对称、多余手指、左手与罐子融合、手臂或腿部变形、膝盖和脚踝反折、脚趾增减、室外机接地不良、椅子支撑与重力的矛盾、衣物不自然的勒痕、扶手与建筑的透视崩坏、逆光与阴影的矛盾、文字、logo、水印、过度美肌处理。
  • 新粗野主义风格校园戏剧节悬念海报

    新粗野主义风格校园戏剧节悬念海报

    新粗野主义风格校园戏剧节悬念海报



    🤖 ChatGPT
  • 豪华户外温泉冰湖人像

    豪华户外温泉冰湖人像

    豪华户外温泉冰湖人像



    🤖 ChatGPT

    🇺🇸 English Prompt

    Luxury outdoor hot spring adjacent to a frozen mountain lake.
    
    The lady rests both her forearms on the edge of the jacuzzi while turning towards the camera for direct and captivating eye contact. Her expression is calm and elegant. The wet black swimsuit naturally fits her body. Her hair is loosely tied in a soft bun, with a few strands framing her face.
    
    Snow-capped mountains are perfectly reflected on the turquoise lake surface. Mist floats above the warm water.
    
    Camera: Medium close-up, 50mm lens, eye-level composition, creamy bokeh background.
    
    Realistic travel editorial photography, high-end spa lifestyle, natural skin texture, cinematic winter tones, soft volumetric lighting, HDR, 8K.

    🇨🇳 中文提示词

    豪华户外温泉毗邻冰冻的山湖。
    
    这位女士将双前臂搁在按摩浴缸边缘,同时转向镜头进行直接而迷人的眼神接触。她的表情平静而优雅。湿漉漉的黑色泳衣自然贴合身体。头发松散地扎成柔软的发髻,几缕发丝框住脸庞。
    
    白雪覆盖的山脉在碧绿色的湖面上完美反射。薄雾在温暖的水面上方漂浮。
    
    相机:中等特写,50mm 镜头,眼平构图,奶油般的虚化背景。
    
    逼真的旅行编辑摄影,高端水疗生活方式,自然皮肤纹理,电影般的冬季色调,柔和的体视光线,HDR,8K。
  • 东亚女性黑背影棚电影感人像

    东亚女性黑背影棚电影感人像

    东亚女性黑背影棚电影感人像



    🤖 ChatGPT

    🇺🇸 English Prompt

    A young adult East Asian woman in her 20s stands in front of a pure black studio background. The shot is taken from the top of the head to above the hips, with the subject positioned slightly to the right of center, the body slightly turned towards the left of the frame, the right shoulder back, and the waist slightly rotated. The head is tilted slightly down and to the left and gently turned towards the camera. The eyes look calmly and directly into the lens, with a very faint and restrained smile. The expression is gentle, confident, and quiet, with a high-end beauty advertisement and cinematic portrait feel.
    
    She has an exquisite and elongated oval face, a soft and clear jawline, almond-shaped dark brown eyes, natural thin eyebrows, a slender and straight bridge of the nose, and low-saturation nude pink lips. The makeup is extremely light, with only a thin base, natural eyelashes, fine eyeliner, light grey-brown eyeshadow, and a slight warm pink blush. The skin tone is fair with neutral-warm undertones, retaining real pores, fine vellus hair, natural skin tone gradients, and soft highlights on the collarbones and shoulders; plastic skin smoothing is prohibited.
    
    Her deep black extra-long straight hair is naturally draped with a side part and rich volume; most of it falls in front of the left shoulder and chest, while the other side falls down the back. Real hair layers, a sense of weight, a small amount of flyaways, and slight natural messiness are retained, avoiding a wig-like feel.
    
    She is wearing a creamy white or ivory asymmetrical one-shoulder cropped top made of soft stretch cotton or thin knit fabric. The fabric wraps diagonally from the left shoulder across the chest, with the right shoulder exposed, forming a naturally draped short sleeve or covering structure on the right arm. The garment features real horizontal wrinkles and a cinched feel, with a length reaching below the ribs, exposing the natural waist, abdomen, and navel; only a small amount of the waistband of black high-waisted denim jeans is visible. The clothing is completely opaque and provides full coverage.
    
    The background is a gradient from pure black to deep charcoal grey, without any props. Low-key studio lighting is used: a large softbox illuminates from 45 degrees above the front-left of the frame, softly outlining the face, collarbones, shoulders, chest fabric, and waist; extremely weak fill light is used on the right side, with a slight rim separation maintained on the hair edges. The overall style is low saturation, low contrast, and rich in shadow details.
    
    Photography style: 85mm or 105mm portrait lens, f/2, eye-level to slightly high camera position, shallow depth of field, eyes and face are sharp, background is completely softened, realistic skin, hair, and fabric textures, slight ISO 400 film grain, Black Pro-Mist 1/8 softening, fine-art editorial portrait, photorealistic.

    🇨🇳 中文提示词

    一位20多岁的年轻成年东亚女性站在纯黑色摄影棚背景前,画面从头顶拍至胯部上方,人物位于中央略偏右,身体微微侧向画面左侧,右肩靠后,腰部轻微转动。头部略向左下方倾斜并轻轻转向镜头,双眼平静直视镜头,嘴角带极淡、克制的微笑,神情温柔、自信、安静,带高级美容广告与电影肖像感。
    
    她拥有精致偏长的鹅蛋脸、柔和清晰的下颌线、杏仁形深棕眼睛、自然细眉、纤细挺直鼻梁和低饱和裸粉色嘴唇。妆容极淡,仅有轻薄底妆、自然睫毛、细眼线、浅灰棕眼影与轻微暖粉腮红。肤色白皙偏中性暖调,保留真实毛孔、细小绒毛、自然肤色渐变、锁骨与肩部柔和高光,禁止塑料磨皮。
    
    深黑色超长直发自然披散,偏分,发量丰富,大部分垂落在画面左侧肩前与胸前,另一侧顺着背部下落。保留真实发丝层次、重量感、少量碎发和轻微自然凌乱,不要假发感。
    
    她穿一件乳白色或象牙白不对称斜肩短款上衣,柔软弹力棉或薄针织面料,布料从左肩斜向包裹胸前,右侧露肩,并在右臂形成自然垂落的短袖或披覆结构。衣身带真实横向褶皱与收拢感,长度至肋骨下方,露出自然腰腹与肚脐;下身仅露出少量黑色高腰牛仔裤腰头。服装完全不透明,覆盖完整。
    
    背景为纯黑到深炭灰渐变,无任何道具。采用低调棚拍布光:大型柔光箱从画面左前上方45度照射,柔和勾勒脸部、锁骨、肩膀、胸前布料和腰部;右侧使用极弱补光,头发边缘保留轻微轮廓分离。整体低饱和、低对比、暗部细节丰富。
    
    摄影风格:85mm或105mm人像镜头,f/2,平视略高机位,浅景深,眼睛与面部清晰,背景完全柔化,真实皮肤、发丝和布料纹理,轻微ISO400胶片颗粒,Black Pro-Mist 1/8柔化,fine-art editorial portrait,photorealistic。
  • 极简实验室风格鲜切柑橘产品视觉

    极简实验室风格鲜切柑橘产品视觉

    极简实验室风格鲜切柑橘产品视觉



    🤖 ChatGPT

    🇺🇸 English Prompt

    Generate a minimalist product instructional visual around any theme object: leave a large area of blank space at the top, set two lines of restrained and powerful Chinese titles in the upper left, black thin sans-serif font, natural character spacing, loose line spacing, like a rational statement rather than an emotional slogan; below the title, use thin lines to form a horizontal table column, several phrases separated by vertical lines, a small circular symbol before each item, gray crosses and warm gold checkmarks forming a slight information rhythm, text size significantly smaller than the title, the whole thing like a verifiable quality checklist. In the center of the image, let the theme object appear in a "sliced open" manner: the bottom is a steady semicircular or block-like support, the surface displays real textures, veins, fibers, particles or layers derived from the theme; the top separates into round slices, long strips, and small squares, floating upward along a slightly tilted vertical axis, maintaining clear spacing from each other, the cut surfaces facing the viewer, outer skin, internal tissue and moist edges forming touchable material evidence. A slender metal tool is inserted diagonally from the right into the bottom support, the tip becoming a structural fulcrum, the cold gray highlights forming a clean contrast with the warm or thematic colors of the theme object. The background must be close to pure white or very light neutral colors, retaining about more than half of the blank area; theme colors are derived from content semantics, but follow the role relationship of "light background as the main, subject medium-to-high saturation, text pure black, symbols highlighted in warm gold, metal in cold gray auxiliary," with refreshing brightness and saturation concentrated on the object itself, not covering the whole picture. The light is high-key hard photographic light, illuminating from the upper left, with clear highlights and small moist reflections on the edges, and short, clear shadows cast to the right at the bottom, all materials real, clean, without yellowing or aging. Press the layout with a thin horizontal line at the bottom, then place a line of tiny gray footnotes, forming a calm reading path from the title, certification column, floating slices to the footnotes; if the subject is not sliced and floating, the tool does not participate in support, the text column becomes ordinary decoration, or the background becomes heavy and muddy upon failure, it will lose this rational laboratory-like food advertisement temperament. —————— Theme: Fresh-cut citrus pulp new product poster, highlighting the refreshing texture of the peel and internal tissue. Light supplement: Add a clear new product selling point, retain a small amount of promotional text. Aspect ratio: Vertical 9:10.

    🇨🇳 中文提示词

    围绕任意主题对象生成极简产品说明式视觉:上方保留大面积空白,左上设置两行克制有力的中文标题,黑色细瘦无衬线字形,字距自然、行距宽松,像理性声明而非情绪口号;标题下方用细线构成横向表格栏,若干短语被竖线分隔,每项前有小圆形符号,灰色叉号与暖金色勾号形成轻微信息节奏,文字尺寸明显小于标题,整体像可核验的品质清单。画面中部让主题对象以可被“整颗切开”的方式出现:底部是稳重的半圆或块状承托体,表面显示主题派生的真实纹理、脉络、纤维、颗粒或层理;上方分离出圆片、长条切面和小方块,沿一条轻微倾斜的垂直轴向上悬浮,彼此保持清晰间距,切面朝向观者,外皮、内部组织和湿润边缘形成可触摸的材质证据。一件细长金属工具从右侧斜插入底部承托体,尖端成为结构支点,冷灰高光与主题对象的暖色或主题色形成干净对照。背景必须接近纯白或极浅中性色,保留约大半空白面积;主题颜色由内容语义派生,但遵守“浅背景为主、主体中高饱和、文字纯黑、符号暖金点亮、金属冷灰辅助”的角色关系,明度清爽、饱和集中在物体本身,不铺满全图。光线为高调硬净摄影光,从左上方照亮,边缘有明确高光与细小湿润反射,底部向右投下短而清晰的阴影,所有材质真实、洁净、无泛黄旧化。底部以一条细横线压住版面,再放一行极小灰色脚注,形成从标题、认证栏、悬浮切面到脚注的冷静阅读路径;失败时若主体不被切分悬浮、工具不参与支撑、文字栏变成普通装饰或背景变得厚重浑浊,就会失去这种理性实验室般的食物广告气质。
    
    
    ——————
    主题:鲜切柑橘果肉新品海报,突出果皮与内部组织的清爽质感
    轻补充:加入一个清晰新品卖点,保留少量促销文字
    画幅:竖版 9:10
  • 离开地面重新找到支点:现代空中瑜伽海报

    离开地面重新找到支点:现代空中瑜伽海报

    离开地面重新找到支点:现代空中瑜伽海报



    🤖 ChatGPT
  • 阿里发布Qwen3.8-Max:2400亿参数、下周开源权重,直接对标Claude Fable 5

    阿里这周一又把自家旗舰模型推到了台前。新模型叫Qwen3.8-Max(对外主打名Qwen Max),阿里给它的定语是”迄今为止规模最大、能力最强”,并且放话性能可以对标Anthropic的Claude Fable 5,也能跟OpenAI和国内对手Kimi K3掰手腕。

    参数和数字

    官方给出的参数量是2.4万亿。这个数字代表的是模型训练时学到的那一大堆可调权重,用来处理信息、识别模式、完成各种任务。不过参数量从来只是个粗略信号——Moonshot的Kimi K3有2.8万亿参数,但大多数美国头部实验室压根不公布具体数字,OpenAI和Anthropic对自己的旗舰模型更是讳莫如深。

    阿里自己的测试显示,Qwen3.8-Max在多个基准上和Fable 5基本持平,有时还能反超。在第三方众包对比平台Arena.AI上,它的文本榜只排在Fable 5和三个Opus系列模型之后。

    更具体一点:前端代码生成它只输给两个Claude Opus和Kimi K3;视觉理解榜上,唯一把它压住的只有Fable 5。换句话说,在野外的真实对撞里,它确实挤进了第一梯队。

    阿里杭州总部外的公司标识
    阿里杭州总部(图源:NurPhoto via Getty Images)

    重点在”开源权重”

    真正让这波发布在圈内炸开的,是阿里说下周就会放出模型权重。权重就是决定模型怎么处理信息的那组数值。开放权重比传统开源软件限制更多,但比起OpenAI、Anthropic那种完全黑盒的闭源产品,开发者拿到的控制权要多得多。

    这其实是阿里的一次”回摆”。今年早些时候,它对更先进的模型短暂转向过闭源路线,现在又回到了开放权重的老路。放在中国AI圈里,这已经是常态:上周Kimi K3刚放了权重,字节和MiniMax也在周五各自推出了能打的视频生成模型。北京方面一直把开放权重当成策略在推进,既是为了扩大国产技术的影响力,也是在全球AI治理的话语权上多下注。

    • 对开发者:下周拿到权重后,可以自己部署、微调、改架构,不用被厂商的API定价卡脖子。
    • 对美国同业:开放权重阵营又多了一个能打的对手,关于”该不该限制开源工具”的争论会更难收场。
    • 对用户:更强的模型通过Qwen入口直接用上,中文场景下的体验通常会更贴。

    有意思的是,就在美国几家闭源巨头因为自家”越狱”的AI智能体惹出一堆安全风波时,开放权重这边反而越走越宽。阿里这步棋算不算真追平Fable 5,最终还得看开发者和真实工作流买不买账。但有一点是清楚的:当最强模型开始把权重交出来,竞争的规则书又得改写一页。

  • 欧盟AI法案透明度条款生效:和AI聊天,平台得先说清楚

    欧盟刚给所有做AI的公司立了条规矩:别再偷偷摸摸了。8月2日起,欧盟《AI法案》里新增的一批透明度义务正式生效,核心就一句话——只要你在跟AI说话,或者你看到的内容是AI生成的,相关方就有义务明明白白地告诉你。

    谁该负责,分两种情况

    这套规则把”开发AI的”和”用AI的”分成了两类角色。提供者(provider)指的是那些研发并对外发布AI系统的公司;部署者(deployer)则是把AI接进自己产品里用的平台和服务。像Meta、xAI这种既做模型又做面向用户产品的,被同时划进了两个筐。

    对提供者来说,系统必须主动提醒用户”你现在聊的是AI而不是人”,除非这种区别”显而易见”(比如一个明显是机器人的客服入口)。更关键的是,合成出来的音频、图片、视频、文本里都得带上机器可读的标记,方便下游检测这是不是人造内容。

    欧盟委员会在指南里写得很直白:生成式AI发展太快,人已经越来越难分清对面是真人还是模型。大家有权知道自己在跟谁打交道,这能帮他们决定该不该信、该信多少。

    深伪内容逃不掉了

    部署者这边,凡是用来以假乱真的AI生成或改动的图片、音频、视频,都必须打上标签。这基本就是冲着深伪(deepfake)来的——以前一张假图发出去,平台可以装作不知道,现在不行,你用了AI造假就得标。

    为了不让每家公司的标签长得五花八门,欧盟委员会还专门做了一套官方图标,企业可以直接拿来用,不用自己设计。委员会的想法挺朴素:如果大家都用同一套标识,用户在不同平台上看到的提示就会一致,慢慢也就形成条件反射了。

    欧盟AI透明度标识图标
    欧盟委员会推出的官方AI标识,企业可直接使用

    不标会被罚款

    这套义务是《AI法案》第50条下的透明度要求,违规的公司面临罚款。不过眼下最大的疑问不是罚不罚,而是执行。机器可读的水印能不能扛住截图、转码、二次编辑?平台自己既是裁判又是运动员时,会不会选择性标注?

    • 对普通用户:以后刷到AI内容,理论上会多一个”这是AI”的提示,至少知情权回来了。
    • 对开发者:模型输出得内置可检测标记,产品上线前多了一道合规活。
    • 对平台:既要标自己生成的,也要标用户上传的AI内容,审核成本肉眼可见地涨。

    说到底,这条规定改变的不是技术,而是默认预期。过去AI内容混在真人作品里是常态,现在欧盟先把”你得说一声”写成了法律。机器可读标记能不能真正落地还得看各家怎么实现,但至少方向已经摆出来了:透明度不再是可选项。

  • AWS 把「氛围编程」搬进企业私有云,和 Superblocks 签下多年合作

    做 vibe coding(氛围编程)的创业公司 Superblocks 这几天和亚马逊云科技(AWS)签了一份多年联合营销协议。重点不在于又多一个合作伙伴,而在于 Superblocks 的工具可以直接嵌进 AWS 客户的私有云里跑。

    这意味着,一家用着 AWS 的企业只要订阅了 Superblocks,就能给自家业务人员提供”用自然语言写应用”的能力,而且这些应用不会把数据往外传——既不会发给模型厂商,也不会甩到外部数据库。应用会在公司自己的私有云里拉起 Amazon Aurora 数据库,而不是像很多 vibe coding 工具那样默认连外部的 Supabase。

    “我们要把能力带到你私有云里的数据旁边,”Superblocks 创始人兼 CEO Brad Menezes 说,”最关键的一点是数据永远不出门……用的是你自己的 AWS 账户,审计、加密、网络管控全都到位。”

    云巨头想当 Agent 时代的”脚手架”供应商

    这些应用还会接上 Amazon Bedrock——亚马逊那套 AI 应用开发、网关和推理平台。说白了,它们会自动归到 IT 部门的管控和安全体系里,而不是变成一堆没人管、随处乱长的”野应用”。AWS 也会像对待其他 Marketplace 伙伴一样,帮着把 Superblocks 推销给大企业。

    Superblocks 创始人 Brad Menezes
    Superblocks 创始人 Brad Menezes(图源:TechCrunch)
    • Superblocks 目前 50 人,截至 2025 年 5 月 A 轮一共融了 6000 万美元,投资方有 Spark Capital、Kleiner Perkins、Meritech Capital 和 Greenoaks。
    • AWS 自己到现在还没有面向业务人员的 vibe coding 智能体;它手里有给开发者用的 Kiro,以及类似 Claude Cowork、Copilot 的 AI 助手 Quick,但都不是”氛围编程”那条路。

    背后是一场”多模型”的撤退

    这件事更大的信号,是超大规模云厂商正忙着劝企业客户:把 AI 模型和跑企业 AI 所需的那些”脚手架”拆开,而且都搁在自己的云上。他们希望企业来买 AI 套壳(也就是智能体应用)、编排、安全工具,而不是去找前沿模型厂。

    过去几周,微软 CEO 萨提亚·纳德拉一直在敲同一个鼓点:多用几个模型来降本、避免被锁死;他还提醒企业别太信任 AI 实验室来做智能体编排,因为对方可能拿你的数据研究你的生意、回头跟你竞争。企业似乎已经听进去了——Menezes 说,六十天前客户还”非 Anthropic 不可”,现在完全翻了过来。上个月,开源模型在 Vercel 的 AI 网关流量里占了 29%。

    “对任何押注单一模型厂商的企业,那个高管迟早会被炒,”Menezes 放话。在他看来,横跨 OpenAI、Anthropic 和开源(眼下以中国开源为主,美国开源也在起来)的多模型策略,已经是 CIO 的必答题。把 vibe coding 送进私有云,只是继开发者 AI 编码智能体之后,云厂商掀起的第二波浪潮。

  • 一家做「AI 审美裁判」的公司融了 790 万美元,530 万用户在给模型打分

    去年还没毕业的时候,Grace Li 和几个大学同学捣鼓一个 AI 游戏引擎。模型能把游戏跑起来,功能也都齐全,可问题是——没一个好玩。这下把他们难住了:一个游戏好不好玩,到底该怎么判断?

    他们最后想明白一件事:这种判断没法交给机器,只能靠人。于是几个年轻人开始琢磨,怎么把”真实人类的好恶”大规模收集起来。这个念头后来长成了 DesignArena,一个今天在全球有 530 万人在用的 AI 工具。

    “它是很多模型在设计这件事上往前走时卡住的那个瓶颈,”Li 说,”大概一周后,我们就和一家前沿实验室签下了第一笔大单,后面的事基本就成了。”

    把”哪个更好看”做成一门生意

    普通用户用 DesignArena,感觉有点像在用高级版的模型路由。你在一个类似 ChatGPT 的窗口里写下需求,再选好格式和风格,系统就会甩出一组”A 还是 B”的二选一,让你一路比下去,直到把几个产出从好到差排个序。

    真正值钱的其实是面向企业那一侧。正在被评估的模型可以把这个平台当成源源不断的即时反馈源——用来打磨自己生成图片、网页这类”媒体”的能力。而打分的人往往根本不在乎自己评的是哪个模型,他们只想要最好的那个结果。这种”无偏见”的排序,正好能告诉实验室:用户到底想要什么。

    DesignArena 的 A/B 评分界面
    DesignArena 的 A/B 评分界面(图源:TechCrunch)
    • 公司主体叫 Intelligence,本轮 790 万美元种子轮由 Index Ventures 领投,Conviction、A*、Valkyrie 等跟投。
    • 平台目前年经常性收入(ARR)已达 6000 万美元,成了行业里关键的人类主导评估数据源。
    • 用户必须登录才能拿到产出,于是公司还能追踪不同大洲、不同时间的”口味”变迁——比如亚洲的网页仪表盘普遍更追求满屏的信息密度。

    人肉打分能补上自动评测的漏洞

    这套玩法是对自动基准测试(benchmark)的重要补充。跑分可以铺得很大,但也容易被刷、被钻空子——上周那起 Hugging Face 被黑的事件,就把这种脆弱演示得淋漓尽致。不过,靠众包人类反馈也不是稳赢的买卖。

    和它思路相近的 Yupp,今年早些时候就关门了。Yupp 同样拿下了几家前沿模型当客户,号称用户超 130 万,背后还有 a16z crypto 的 Chris Dixon 投的 3300 万美元,最后却没撑起一门长久的生意。反观走文字路线的 LM Arena,年初刚拿下 1.5 亿美元 A 轮,正式上线付费产品才四个月。

    说到底,AI 现在最不缺的是”能干活”,最缺的是”知道什么是好”。DesignArena 想做的,就是把这个模糊的审美判断,变成可以规模化的商品。