作者: hiyoho

  • 黑色iPhone微缩工人清洁场景

    黑色iPhone微缩工人清洁场景

    黑色iPhone微缩工人清洁场景



    🤖 Nano banana pro

    🇺🇸 English Prompt

    {
      "prompt": "Ultra-realistic photorealistic full-body portrait of a happy elegant couple walking together arm-in-arm at a luxurious outdoor Mediterranean evening cocktail party reception, golden hour sunset warm lighting, soft cinematic glow, man tall athletic handsome Caucasian with short light brown hair smiling confidently wearing dark sunglasses aviators white crisp button-up shirt sleeves rolled up black tailored slim-fit trousers black leather dress shoes holding a champagne glass in one hand and white suit jacket casually draped over shoulder, woman stunning beautiful Caucasian with long dark wavy hair elegant updo soft makeup glowing skin wearing luxurious long champagne gold satin off-shoulder strapless dress with sweetheart neckline fitted bodice flowing mermaid silhouette high thigh slit revealing leg holding a large bouquet of soft pink roses and a sparkling clutch champagne flute in hand both laughing joyfully looking at each other romantic intimate moment, background luxurious outdoor terrace stone tiled floor ivy-covered stone walls large beige umbrellas outdoor bar counter with white marble top stacked plates floral arrangements string lights soft bokeh cityscape or garden view in distance, natural skin pores detailed fabric texture realistic reflections on satin silk champagne glasses natural imperfections candid wedding guest vibe, highly detailed faces sharp eyes realistic expressions perfect anatomy proportions, shot on Canon EOS R5 85mm prime lens f/1.2 shallow depth of field creamy bokeh, professional photography style editorial fashion magazine quality, ultra-detailed 8K UHD resolution 7680x4320 highest quality masterpiece best quality photorealistic hyperrealistic no artifacts no blur sharp focus",
      "negative_prompt": "blurry lowres deformed mutated ugly cartoon anime illustration drawing sketch painting low quality worst quality jpeg artifacts watermark text logo signature overexposed underexposed extra limbs missing limbs extra fingers deformed hands poorly drawn face bad anatomy bad proportions duplicate cropped out of frame grainy noisy monochrome black and white",
      "parameters": {
        "aspect_ratio": "2:3",
        "resolution": "8K UHD",
        "style": "ultra realistic photorealistic",
        "quality_tags": "masterpiece, best quality, ultra detailed, highly detailed, 8k, hdr",
        "lighting": "golden hour, cinematic, soft warm lighting, volumetric lighting",
        "model_recommendation": "Flux.1 pro / Midjourney v6 / SD3 / Realistic Vision"
      },
      "ar": "2:3",
      "v": 6,
      "q": 2,
      "stylize": 250,
      "chaos": 15
    }

    🇨🇳 中文提示词

    {
      "prompt": "一对幸福优雅的夫妇手挽手走在一起,在奢华的地中海户外晚间鸡尾酒会上,呈现超现实的全身肖像。黄金时段日落的暖光,柔和的电影般光晕。男士身材高大健硕,英俊的白人,留着浅棕色短发,自信地微笑着,戴着深色飞行员墨镜,穿着白色干净的纽扣衬衫,袖子卷起,黑色修身西裤,黑色皮鞋,一只手拿着香槟杯,白色西装外套随意搭在肩上。女士惊艳美丽,白人,留着深色波浪长发,优雅的盘发,柔和的妆容,皮肤光彩照人,穿着奢华的香槟金色缎面露肩无肩带连衣裙,心形领口,修身胸衣,飘逸的美人鱼廓形,高开衩露出腿部,手捧一大束柔和的粉色玫瑰,另一只手拿着一个闪闪发光的香槟杯。两人都开心地笑着,深情地凝视着对方,营造出浪漫亲密的时刻。背景是奢华的户外露台,铺着石砖地板,爬满常春藤的石墙,大型米色遮阳伞,带白色大理石台面的户外吧台,堆叠的盘子,花卉布置,串灯,柔和的散景,远处是城市景观或花园景色。自然的皮肤毛孔,精致的织物纹理,缎面丝绸和香槟杯上的真实反光,自然的瑕疵,随性的婚礼宾客氛围。高度精细的面部,锐利的眼神,真实的表情,完美的解剖学比例。使用 Canon EOS R5 85mm 定焦镜头拍摄,f/1.2 浅景深,奶油般散景。专业摄影风格,时尚杂志编辑品质。超详细的 8K UHD 分辨率 7680x4320,最高品质,杰作,最佳品质,超现实主义,无伪影,无模糊,锐利对焦。",
      "negative_prompt": "模糊、低分辨率、变形、变异、丑陋、卡通、动漫、插画、素描、绘画、低质量、最差质量、jpeg 伪影、水印、文字、标志、签名、过曝、欠曝、多余肢体、缺少肢体、多余手指、变形的手、拙劣的面部描绘、糟糕的解剖结构、糟糕的比例、重复、被裁剪出画面、颗粒感、噪点、单色、黑白",
      "parameters": {
        "aspect_ratio": "2:3",
        "resolution": "8K UHD",
        "style": "ultra realistic photorealistic",
        "quality_tags": "masterpiece, best quality, ultra detailed, highly detailed, 8k, hdr",
        "lighting": "golden hour, cinematic, soft warm lighting, volumetric lighting",
        "model_recommendation": "Flux.1 pro / Midjourney v6 / SD3 / Realistic Vision"
      },
      "ar": "2:3",
      "v": 6,
      "q": 2,
      "stylize": 250,
      "chaos": 15
    }
  • 纳诺香蕉风格极具冲击力的视觉插图

    纳诺香蕉风格极具冲击力的视觉插图

    纳诺香蕉风格极具冲击力的视觉插图



    🤖 Nano banana pro

    🇺🇸 English Prompt

    { "prompt_configuration": { "title": "Ultra Photorealistic Bathroom Mirror Selfie - Costume Theme", "aspect_ratio": "3:4", "style_preset": "Photorealistic / Candid Social Media" }, "visual_breakdown": { "subjects": [ { "identifier": "Subject_Left", "archetype": "Modern Cinderella Interpretation", "appearance": { "hair": "Blonde, styled in a messy high bun with a light blue satin headband, loose strands framing the face.", "skin": "Light complexion, dewy finish, soft blush.", "expression": "Smiling broadly, looking down at the phone screen in the mirror." }, "apparel": { "top": "Baby blue satin corset featuring ruffled edges, vertical boning, and a white lace-up front closure.", "bottom": "White sheer tiered mini-skirt/bloomers with a polka-dot tulle overlay.", "accessories": "Long light blue satin opera gloves, thin black choker necklace, small hoop earrings." }, "pose": "Standing with weight shifted to one hip, holding an iPhone with a case containing cards/stickers in the right hand (gloved), taking the photo via the mirror." }, { "identifier": "Subject_Right", "archetype": "Modern Belle Interpretation", "appearance": { "hair": "Brunette/Dark blonde, styled in a half-up half-down look with loose, soft waves.", "skin": "Light complexion, sculpted contour, neutral makeup tones.", "expression": "Subtle, sultry smile, making direct eye contact with the reflection." }, "apparel": { "top": "Pale yellow satin corset with pink ribbon accents and ruffled trim.", "bottom": "Matching pale yellow mini skirt.", "legwear": "Black fishnet tights.", "accessories": "Long yellow satin opera gloves, delicate gold pendant necklace." }, "pose": "Standing closely beside the first subject, holding a long-stemmed red rose in the left hand against the waist." } ], "environment": { "location": "Residential Bathroom Interior", "background_elements": [ "White six-panel interior door with casing.", "Beige/Taupe painted walls.", "A small hole/missing outlet cover on the wall to the left.", "Dark oil-rubbed bronze light fixture arms visible at the top edge." ], "foreground_elements": [ "Large bathroom mirror surface (reflecting the scene).", "White marble countertop with grey veining.", "White ceramic sink basin edge at the bottom." ] }, "lighting": { "source": "Overhead vanity lighting (artificial)", "quality": "Warm-neutral tone, diffuse and soft.", "effects": "Highlights on satin fabrics and skin, natural indoor shadows." }, "mood_and_atmos

    🇨🇳 中文提示词

    {
      "prompt_configuration": {
        "title": "超逼真浴室镜子自拍 - 服装主题",
        "aspect_ratio": "3:4",
        "style_preset": "超逼真 / 随性社交媒体"
      },
      "visual_breakdown": {
        "subjects": [
          {
            "identifier": "Subject_Left",
            "archetype": "现代灰姑娘演绎",
            "appearance": {
              "hair": "金色头发,梳成凌乱的高发髻,戴浅蓝色缎面发带,脸庞有几缕散落发丝。",
              "skin": "浅色肤色,水润光泽,柔和腮红。",
              "expression": "灿烂笑容,低头看着镜子里的手机屏幕。"
            },
            "apparel": {
              "top": "婴儿蓝缎面束身衣,带有荷叶边、垂直鱼骨和白色系带前襟。",
              "bottom": "白色透明分层迷你裙/灯笼裤,外层有波点薄纱。",
              "accessories": "长款浅蓝色缎面歌剧手套,细黑色颈链,小圈形耳环。"
            },
            "pose": "重心偏向一侧臀部站立,右手(戴手套)拿着一部手机,手机壳里装着卡片/贴纸,通过镜子自拍。"
          },
          {
            "identifier": "Subject_Right",
            "archetype": "现代贝儿演绎",
            "appearance": {
              "hair": "棕色/深金色头发,半扎半披,发尾是蓬松柔软的波浪卷。",
              "skin": "浅色肤色,精致修容,中性妆容。",
              "expression": "微妙而迷人的微笑,与镜中倒影直接眼神交流。"
            },
            "apparel": {
              "top": "淡黄色缎面束身衣,带有粉色丝带点缀和荷叶边饰边。",
              "bottom": "配套的淡黄色迷你裙。",
              "legwear": "黑色渔网袜。",
              "accessories": "长款黄色缎面歌剧手套,精致金色吊坠项链。"
            },
            "pose": "紧挨着第一个人物站立,左手将一朵长茎红玫瑰抵在腰间。"
          }
        ],
        "environment": {
          "location": "住宅浴室内部",
          "background_elements": [
            "带门套的白色六格室内门。",
            "米色/灰褐色油漆墙壁。",
            "左侧墙壁上有一个小孔/缺失的插座盖。",
            "顶部边缘可见深色油擦青铜灯具臂。"
          ],
          "foreground_elements": [
            "大浴室镜面(反射场景)。",
            "带灰色纹理的白色大理石台面。",
            "底部有白色陶瓷洗手盆边缘。"
          ]
        },
        "lighting": {
          "source": "顶部梳妆台照明(人造光)",
          "quality": "暖中性色调,漫射柔和。",
          "effects": "缎面织物和皮肤上的高光,自然的室内阴影。"
        },
        "mood_and_atmos": null
      }
    }
  • 夕阳下牧场弹奏吉他的乡村民谣歌手

    夕阳下牧场弹奏吉他的乡村民谣歌手

    夕阳下牧场弹奏吉他的乡村民谣歌手



    🤖 ChatGPT

    🇺🇸 English Prompt

    Ultra-realistic football match day poster design, Cristiano Ronaldo seen from the back wearing Portugal red jersey number 7, fist raised in victory, walking forward confidently, giant bold typography “MATCH DAY” behind player, modern sports graphic design, Portugal vs Colombia logos at top, FIFA World Cup 2026 branding, cinematic stadium atmosphere, textured off-white background, national flag elements blended diagonally, dramatic lighting, dust particles, high-detail jersey fabric, centered composition, editorial sports poster style, minimal premium layout, green red yellow color palette, realistic shadows, sharp focus, Nike/Puma style campaign aesthetic, 4k.

    🇨🇳 中文提示词

    超逼真足球比赛日海报设计,克里斯蒂亚诺·罗纳尔多从背面看穿着葡萄牙红色7号球衣,拳头举起庆祝胜利,自信地向前走,球员身后有巨大的粗体“MATCH DAY”排版,现代体育图形设计,顶部有葡萄牙对阵哥伦比亚的标志,2026年国际足联世界杯品牌,电影般的体育场氛围,纹理米白色背景,国旗元素对角混合,戏剧性的灯光,灰尘颗粒,高细节球衣面料,中心构图,编辑体育海报风格,极简高级布局,绿红黄配色,逼真的阴影,清晰对焦,耐克/彪马风格广告美学,4k
  • 高端快消品广告创意拼贴画报

    高端快消品广告创意拼贴画报

    高端快消品广告创意拼贴画报



    🤖 ChatGPT

    🇺🇸 English Prompt

    Ultra realistic close-up portrait of a beautiful young East Asian woman with the exact facial structure and soft feminine features from the reference image, natural glowing skin, subtle makeup, glossy peach lips, soft dimples, warm gentle smile, relaxed confident expression, medium-length dark brown wavy hair with natural volume and soft flyaways, direct eye contact with camera.
    
    Keep the exact composition, framing, pose, lighting, shadows, and cinematic mood from the original portrait reference. Warm golden hour sunlight hitting half of the face and body, dramatic soft shadows across the chest and background, dark blurred background with rich contrast and shallow depth of field.
    
    Outfit should be elegant minimal aesthetic fashion: cream ribbed knit top, soft beige wool overcoat casually draped over shoulders, delicate gold necklace, luxury clean-girl aesthetic, cozy premium fashion vibe.

    🇨🇳 中文提示词

    超写实东亚年轻美女特写肖像,具有参考图像中确切的面部结构和柔和的女性特征,天然透亮的肌肤,精致的妆容,水润桃色嘴唇,柔和的酒窝,温暖温柔的微笑,放松自信的表情,中长深棕色波浪卷发,带有自然的蓬松感和柔和的碎发,直视镜头。保持原始肖像参考中的确切构图、取景、姿势、光照、阴影和电影质感。温暖的黄金时刻阳光照射在半边脸和身体上,胸部和背景上有戏剧性的柔和阴影,深色模糊的背景,具有丰富的对比度和浅景深。服装应为优雅极简美学时尚:奶油色罗纹针织上衣,柔软的米色羊毛大衣随意披在肩上,精致的金项链,奢华的“干净女孩”美学,舒适的高级时尚氛围。
  • 构建思维指令的赛博空间

    构建思维指令的赛博空间

    构建思维指令的赛博空间



    🤖 Nano banana pro

    🇺🇸 English Prompt

    Structure the prompt to change it as desired
  • 黑金和服猫耳少女的神圣光环侧影

    黑金和服猫耳少女的神圣光环侧影

    黑金和服猫耳少女的神圣光环侧影



    🤖 Nano banana pro

    🇺🇸 English Prompt

    Gallery-grade surreal anime art, a nekomimi girl with white hair featuring pink gradient tips and cat ears wearing an elegant black kimono with intricate gold floral motifs and red accents, ornate kanzashi hair ornaments adorning her long flowing hair, shown in profile view as the focal silhouette, luminous golden halo with sacred geometry patterns surrounding her figure, blue anime eyes, ethereal atmosphere, background abstracted into layered expressive paint strokes, artistic scratches, vintage film grain texture, floating dust particles, glowing golden particles drifting through the scene, warm amber and golden light casting dramatic shadows, high contrast lighting, painterly anime style with graphic design elements, cinematic composition, dreamlike and mystical mood

    🇨🇳 中文提示词

    画廊级超现实动漫艺术,一位白发、发梢渐变为粉色的猫耳少女,身着优雅的黑色和服,和服上饰有精致的金色花卉图案和红色点缀,华丽的簪子发饰点缀着她飘逸的长发。她以侧面剪影的形式呈现,周围环绕着带有神圣几何图案的金色光环,蓝色的动漫眼睛,营造出空灵的氛围。背景抽象为分层的表现主义笔触、艺术划痕、复古胶片颗粒纹理、漂浮的尘埃颗粒,金色的发光颗粒在场景中飘荡,温暖的琥珀色和金色光线投射出戏剧性的阴影,高对比度照明,绘画般的动漫风格与平面设计元素相结合,电影般的构图,营造出梦幻而神秘的意境。
  • 温暖午后三连拍少女写真

    温暖午后三连拍少女写真

    温暖午后三连拍少女写真



    🤖 ChatGPT

    🇺🇸 English Prompt

    Use the uploaded portrait only for facial identity and hairstyle. Create a realistic three-panel vertical selfie collage in a soft sunlit bedroom, warm overexposed window light, natural skin texture, long flowing hair, casual white T-shirt, cute relaxed expressions. Each panel has a different hand gesture: peace sign, cheeks held with both hands, OK sign. Add pastel hand-drawn doodles around the person, such as hearts, stars, smiley bubbles and cute outlines. Soft film grain, dreamy youth vibe, real phone photo look, slightly washed colors, natural lighting, no watermark.
    Negative Prompt:
    anime, cartoon face, plastic skin, over-smoothed skin, fake beauty filter, distorted hands, extra fingers, bad anatomy, heavy makeup, harsh shadows, low resolution, text errors, logo, watermark, signature, AI-generated watermark.

    🇨🇳 中文提示词

    仅使用上传的肖像进行面部识别和发型设计。在柔和阳光充足的卧室中创建一个写实的三格垂直自拍拼贴画,温暖的过度曝光窗光,自然的皮肤纹理,长而飘逸的头发,休闲的白色T恤,可爱的放松表情。每个面板都有不同的手势:剪刀手、双手托腮、OK手势。在人物周围添加柔和的手绘涂鸦,例如爱心、星星、笑脸气泡和可爱的轮廓。柔和的胶片颗粒感,梦幻般的青春氛围,真实的手机照片外观,略微褪色的颜色,自然光,无水印。反向提示词:动漫,卡通脸,塑料皮肤,过度磨皮,虚假的美容滤镜,扭曲的手,多余的手指,糟糕的解剖结构,浓妆,刺眼的阴影,低分辨率,文字错误,徽标,水印,签名,AI生成的水印。
  • 奢华电影感美妆广告提示词

    奢华电影感美妆广告提示词

    奢华电影感美妆广告提示词



    🤖 ChatGPT

    🇺🇸 English Prompt

    Ultra-luxury cinematic beauty advertisement featuring a glamorous elegant woman with [SKIN TONE] skin, [HAIR COLOR] hair styled in a [HAIRSTYLE], and [LIP COLOR] glossy lips matching the featured product shade. Her facial proportions remain realistic and naturally beautiful with soft emotional expression and direct cinematic eye contact toward the camera. She wears a luxurious [DRESS COLOR] velvet/satin outfit with elegant [JEWELRY TYPE] jewelry and high-end glamorous makeup.
    
    Foreground features a premium luxury cosmetic brand named “[BRAND NAME]” with an elegant [LOGO STYLE] logo engraved on the packaging. The featured product is a glossy luxury [PRODUCT TYPE] called “[PRODUCT NAME]”. The product packaging is glossy black with [METALLIC COLOR] metallic edges and ultra-realistic reflective surfaces. Product text reads: “[PRODUCT TEXT]”. The product shade is [PRODUCT SHADE COLOR] with glittery glossy texture and tiny sparkling particles. Product positioned in a stylish luxury composition beside scattered [DECOR ELEMENTS], velvet rose petals, crystal accessories, and reflective black marble surface.
    
    Background contains cinematic luxury aesthetics with warm candlelight bokeh, luxury perfume bottles labeled “[PERFUME NAME]”, dark roses, elegant vanity setup, glowing reflections, moody [MAIN COLOR PALETTE] atmosphere, cinematic haze, realistic shallow depth of field, analog grain, ultra-detailed textures, luxury fashion campaign mood.
    
    Lighting style: soft warm tungsten lighting mixed with subtle golden highlights and dramatic shadow contrast. High-end beauty commercial look with glossy reflections, photorealistic skin texture, premium makeup photography, cinematic realism.
    
    Shot on Sony A7R IV, [LENS TYPE] lens, shallow depth of field, luxury magazine advertisement composition, ultra realistic, 8K detail, dramatic elegant atmosphere.

    🇨🇳 中文提示词

    超奢华电影级美妆广告,主角是一位迷人优雅的女性,拥有[SKIN TONE]肤色,[HAIR COLOR]发色,发型为[HAIRSTYLE],涂着与主打产品色号相匹配的[LIP COLOR]光泽唇彩。她的面部比例真实自然,表情柔和且带有情感,正视镜头进行电影级的眼神交流。她穿着奢华的[DRESS COLOR]丝绒/缎面服装,佩戴优雅的[JEWELRY TYPE]珠宝,妆容精致华丽。
    
    前景展示了一个名为“[BRAND NAME]”的高端奢华化妆品品牌,包装上刻有优雅的[LOGO STYLE]标志。主打产品是一款名为“[PRODUCT NAME]”的光泽感奢华[PRODUCT TYPE]。产品包装为亮黑色,带有[METALLIC COLOR]金属边缘和超逼真的反光表面。产品文字为:“[PRODUCT TEXT]”。产品色号为[PRODUCT SHADE COLOR],具有闪亮的釉面质感和细微的闪光颗粒。产品放置在时尚奢华的构图中,旁边散落着[DECOR ELEMENTS]、丝绒玫瑰花瓣、水晶配饰以及反光黑色大理石表面。
    
    背景包含电影般的奢华美学,带有温暖的烛光光斑、标签为“[PERFUME NAME]”的奢华香水瓶、深色玫瑰、优雅的梳妆台布置、发光的倒影、情绪化的[MAIN COLOR PALETTE]氛围、电影质感雾霾、逼真的浅景深、胶片颗粒感、超精细纹理,营造出奢华时尚大片的氛围。
    
    灯光风格:柔和的暖色钨丝灯光混合微妙的金色高光和戏剧性的阴影对比。高端美妆商业外观,带有光泽反射、照片级真实的皮肤纹理、高端美妆摄影、电影级写实感。
    
    使用Sony A7R IV拍摄,[LENS TYPE]镜头,浅景深,奢华杂志广告构图,超写实,8K细节,戏剧性优雅氛围。
  • 140万亿Token背后:中国AI应用的五个关键转向

    140万亿Token背后:中国AI应用的五个关键转向

    5月20日,量子位在北京办了第四届中国AIGC产业峰会。会上发了一份《2026年中国AI应用全景图谱报告》,里面有几个数字让我挺震撼的。

    2026年4月,国内AI应用的Web端月访问量突破了9亿,APP端月下载量超过2.4亿,日活同比增长223%。更夸张的是——中国日均Token调用量突破了140万亿,两年增长超千倍。

    2026中国AI应用全景图谱报告
    第四届中国AIGC产业峰会发布的AI应用全景图谱报告 | 来源:凤凰网科技

    这些数字不是虚无的增长率,而是真实用户在用脚投票。AI应用已经从”尝鲜”进入了”日常”阶段。


    报告里提到的五大趋势

    我把报告归纳了一下,其实是五个正在同时发生的转向:

    1. Agent化:从”回答问题”到”替你做事”

    传统AI是你说什么它答什么,Token消耗其实很小。但Agent不一样——它要拆解任务、调用工具、循环推理,单次Token消耗是传统AI的100倍。

    Agent化的本质是让AI从”顾问”变成”执行者”。这个转变一旦完成,每个人的工作效率都会被重新定义。

    2. 模型普惠化:API价格战打响

    DeepSeek V4-Pro的API价格做到了0.025元/百万tokens,是GPT-5.5的七分之一。当模型成本低到这个程度,很多之前”算不过账”的场景突然就成立了。

    价格战对开发者是好事,对用户更是——更多的AI能力会以更低的成本嵌入到日常工具里。

    3. 入口化:四大巨头砸45亿抢用户

    春节前后,字节、阿里、腾讯、百度合计投入超过45亿元,争的就是一件事:让用户把自家的AI助手设为默认入口。

    这个仗还会继续打。入口意味着数据、意味着用户习惯、意味着生态。谁能留住用户,谁就掌握了下一阶段的主动权。

    4. 付费化:用户开始买单了

    Kimi K2.5发布不到20天,收入就超过了2025年全年。智谱API提价之后,调用量不降反增。

    这说明什么?说明AI服务的价值正在被市场认可。用户不是不愿意付费,是不愿意为”不够好”的产品付费。

    5. 垂直深化:AI进工厂、进医院、进法院

    报告特别提到,医疗、金融、法律等B端场景正在开启规模化渗透。这些领域对准确性的要求极高,一旦AI能稳定交付,替代效应会非常明显。


    几个值得注意的数据

    报告还拆解了四个赛道的表现:

    • 智能助手赛道:最卷,也是用户量最大的入口级场景
    • AI效率办公:Web端用户活跃份额超过70%,这个渗透率已经很高了
    • AI创作:APP端日活同比增长449%,是增长最快的赛道
    • 文娱生活:跟游戏、社交、内容消费结合的AI应用正在爆发

    我的判断

    这份报告其实在讲一个核心逻辑:中国AI应用正在从”技术验证”走向”价值验证”。

    140万亿Token、9亿月访问量、223%的日活增长——这些不是泡沫,是真实的需求在驱动。接下来12到18个月,会是AI应用真正分化出赢家和输家的阶段。

    谁能把Agent做好、谁能把垂直场景打透、谁能留住用户——这三个问题,会在2026年底之前给出答案。

  • 2026谷歌I/O大会:AI智能体全面接管,Gemini 3.5速度提升4倍

    谷歌I/O 2026:从搜索公司到AI智能体平台的惊险一跃

    5月20日凌晨1点,加州山景城的谷歌总部灯火通明。Sundar Pichai站在台上的时候,我突然意识到一个问题——这家公司真的在All in AI。不是口号,是真金白银那种all in。

    过去12个月,谷歌处理的Token总量达到了3.2千万亿个。这个数字什么概念?比去年增长了7倍。Gemini应用的月活用户也突破了9亿。当一家公司的AI产品能做到这个量级,它就已经不是在”尝试”AI了,而是在用AI重新定义自己。


    Gemini不再只是聊天机器人

    这次大会最核心的变化,是谷歌对AI智能体的重新定义。Gemini不再是那个你问它答的工具,而是一个持续运行、跨应用执行任务的智能代理。它能替你追踪信息、生成内容、调用工具,甚至直接完成下单和操作流程。

    谷歌今年在AI基础设施上的投入预计达到1800亿到1900亿美元。这不是研发费用,是实打实的算力、数据中心、TPU采购。TPU8分成了两类——一类专门做大规模训练,一类负责快速响应用户请求。

    这个信号很明确:谷歌要把AI变成一种基础设施,就像当年的搜索引擎一样,让所有人都跑在它的平台上。

    几个让我印象深刻的功能

    AskYouTube——YouTube要加聊天机器人了。你可以用自然语言描述你想看的内容,系统直接跳转到视频的对应片段。比如你说”我想看那段讲Transformer架构的部分”,它真的能找到。这个功能今年夏天会在美国推广,国内估计还得等等。

    DocsLive——用语音直接跟Google Docs对话。现场演示的时候,Gemini自动提取演讲要点,还从Google Drive和Gmail里调信息来帮你写文档。这个对办公场景的提升是实打实的,不用再来回复制粘贴了。

    GeminiOmni——DeepMind推出的视频生成模型,基于世界模型架构。你可以用自然语言改视频里的角色、背景、场景。这个技术如果能成熟,视频创作的门槛会进一步降低。

    速度战:Gemini 3.5 Flash来了

    谷歌这次特别强调速度。Gemini 3.5 Flash的生成速度是其他前沿模型的4倍。为什么这么在意速度?因为AI代理要真正可用,响应延迟必须降到人类感知的阈值以下。

    你可以把这理解为AI版的”即时满足”——用户问一个问题,如果超过2秒才响应,体验就断了。谷歌显然在这个方向上押了重注。

    搜索的AI重构

    谷歌搜索也在变。新的搜索框不只是自动补全,还会给AI生成的搜索建议,支持多模态搜索(文字+图片一起搜)。AIMode和AIOverview这两个功能正在把搜索引擎从”找链接”变成”给答案”。

    这对内容创作者来说是个挑战——如果谷歌直接给答案,用户还点不点你的链接?

    硬件端:Android XR智能眼镜

    谷歌还预告了跟GentleMonster、Warby Parker和三星合作的Android XR智能眼镜。分两种:一种是语音交互版,一种是信息投影版。你戴着眼镜就能导航、下单、查信息。

    这个方向跟Meta的Ray-Ban眼镜其实是同一个赛道,但谷歌的优势是软件和生态。如果它真的能把Gemini塞进眼镜里,体验可能会比Meta更完整。


    我的判断

    2026年的谷歌I/O,本质上是一场”AI基础设施化”的宣言。它不再满足于做一个搜索公司或者广告公司,而是要把自己变成AI时代的水电煤。

    智能体、TPU、Gemini生态、Android XR——这些布局如果都能落地,谷歌在AI时代的护城河会比很多人想象的更深。当然,执行才是关键。发布是一回事,真正让几亿用户每天离不开这些功能,是另一回事。

    接下来就看OpenAI和Anthropic怎么接招了。