关于AIGC人工智能、思维方式、知识拓展,能力提升等。投稿/合作: @inside1024_bot
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参加完🦞线下龙虾会,更加确信这个世界进入了一个神奇的阶段
Web 让空间不复存在,Agent 让时间不复存在
在时空被降维直播,人类的输入带宽成了智能最大的卡点,似乎无法解决,也无需解决
人类正在进入一个彻底的“无软件技能”时代
“学习如何使用软件”这件事即将终结,传统的软件也即将终结
Agent 会学习,会操作,会带来结果
世界的未来,将如你所“愿”

人类需要做的,是付出法币,抢购算力
Agent 的身份,安全,社交,货币,协议,都是从0到1的新机会
Web3 对 Token 的一切思考,都可以用在Agent 的 Token 上再思考一遍,只不过这次 Token 有了实际的价值
看了 Cursor 首席设计师 Ryo Lu 今天发的一段话,非常有共鸣。

很多人都在欢呼 AI 让人人都能写代码,但残酷的真相是:AI 正在制造一种因为速度而产生的幻觉。

你可能只需要十分钟就能生成一个看起来能跑的网站,觉得自己无所不能。但随着项目复杂度增加,你会发现自己掉进了一个陷阱。

这就是“口嗨编程”和“系统思考”的分水岭。

1️⃣ 如果你只负责提要求,而不懂得拆解结构。AI 就会用它见过的最平庸的模式去填补空白。当你试图修改一个功能时,可能会发现整个代码库像一团乱麻,根本动弹不得。
2️⃣ 真正的创造者,在 AI 时代的角色更像是总架构师。你不需要亲手砌每一块砖,但你必须知道哪里是承重墙,哪里是管线。

Ryo Lu 提到了一个很关键的点:AI 并没有替代思考,它反而极大地提高了“不思考”的代价。

以前写代码慢,由于语法门槛的存在,你被迫要思考逻辑。现在门槛消失了,如果你脑子里没有清晰的蓝图,AI 只是在帮你以 100 倍的速度制造无法维护的电子垃圾。

未来的竞争格局会变得非常两极化:

具备清晰系统思维的人,能利用 AI 这个无限杠杆,把效率提升 100 倍,专注于解决真正的硬核问题。

而缺乏思考模型的人,只能看着 AI 生产出一堆看似华丽实则脆弱的“半成品”,陷入无休止的调试地狱。

所以各位创造者,千万别沉迷于“我不懂代码也能做产品”的爽感里。

越是 AI 强大的时候,越要回归最原始的能力:在脑海中构建复杂系统的能力,以及精准传达结构的能力。

少关注一点语法,多关注一点架构。少写一点代码,多设计一点连贯性。

AI 无法拯救混乱的思维,它只会让混乱跑得更快。
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推荐一个完成度很高的短视频自动化项目 AI Short Video Factory。
它可以把“写文案 → 配音 → 剪辑 → 字幕 → 出片”整条流程一次性自动完成,只需提供提示词和素材/分镜,就能批量生成视频,适合做短视频矩阵或内容流水线。
GitHub:
https://github.com/YILS-LIN/short-video-factory
@aigc1024
Gemini真的很烦,我就之前跟他讲过一次我是做手机影像的,结果他现在什么事都要往手机影像上扯。本来代码上就降智,寻思那就当chatbot呗,现在我不想跟他说一句话

解释一下,我的诉求不是想删掉他的记忆,我是想让他不要每个问题都生硬地扯一遍我的职业
李想回顾让汽车变成机器人的过程。
可甜可盐可御的穿搭来啦!ootd
@aigc1024
AI算是少有的需要真的把手弄脏,要真花时间动手用动手干才能真的理解发生了什么的领域。

所以,面对那种只看了些新闻,就在下判断和分析,夸夸其谈的角色,要尤其谨慎。

最容易没搞懂就开始挥斥方穹的角色包括但不限于大学教授、投资人、企业中高层...
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我们恐惧 coding,就像原始人恐惧火。

但 code 从来不是程序员的专利。38 亿年前,DNA 就开始在做这件事——用四个字母,编织出生命。

宽泛地讲,食谱是 code、法律是 code,你每天坚持的习惯也是 code。追溯词源,你会发现 coding 的本质是「编排规则,让系统自行运转」——我们一直在做这件事。

更重要的是,它是通用 Agent 时代最强大的力量,可能没有之一。藏在这四个字母里的,是解放人类创造力的终极钥匙。

放下恐惧——像拥抱心跳一样,拥抱智能的编排本身。它沉默了数十亿年,此刻正在破土,以亿万天才之国的名义。
连贾会计都来机器人行业插一脚,看来行业要走下坡路了
ons:
\n- Single Subject: ~30 items, focused on authentic daily life, emotional range, and physical presence.
\n- Couple: ~36 items (18 each), connected by a subtle heart-shaped negative space, with gender-coded palettes and shared intimate objects (e.g., one pillow, shared journal).
\n- Pregnant Subject: Include prenatal items (belly oil, vitamins, ultrasound printout); add a translucent fetal icon near the abdomen.
\n- Critical Requirement: Faithfully match the reference photo’s age, ethnicity, profession, body type, scars, tattoos, and personal style—including skin blemishes, freckles, and unique facial structure.\n\nQuality Benchmark:
\nThe final image must be visually indistinguishable from a premium photographic editorial—suitable for:
\n- Luxury lifestyle catalogs
\n- Documentary portraiture exhibitions
\n- Anthropological or medical visualization
\n- Fine art photography collections
\n- High-end brand storytelling campaigns
\n"
}
@aigc1024
s descriptive label.
\n- Technical annotations:
\n
- Material swatches: Macro close-up squares of fabrics (silk, cotton, wool), leather grain, metal finishes.
\n
- Material labels: e.g., '100% Mulberry Silk', 'Full-Grain Italian Leather'.
\n
- Measurement rulers: Dual-unit (cm/inch) rulers integrated along edges.\n\n📷 The Art of Deconstruction · HUMAN REALITY UNVEILED 📷
\nTypography: Chinese text in an elegant serif font (e.g., Founder Songti KBXK), English in Playfair Display—both with matte paper-like texture (no metallic foil).
\n- Subtitle (beneath main title, in fluid handwritten script):
\n
\"Essence of Being · Anatomical Truth / 存在之核·形神解构\"
\n
Bilingual typesetting, graceful and unobtrusive.
\n- Category Headers: Rounded-corner rectangular tags with icons:
\n
\"📷 Intimate Private Life\" (Soft Blush
\n
\"📷 Emotional Expression Gallery\" (Terracotta
\n
\"📷 Body Posture & Movement\" (Charcoal
Design Elements (Design Elements)
\n- Geometric frames: Minimalist thin-line hexagons or circles (0.5–1pt stroke) in muted gray to group item clusters—Art Deco influence but desaturated.
\n- Measurement rulers: Along left and right edges, enhancing technical authenticity.
\n- Crosshairs: Faint targeting reticles at four corners and focal points.
\n- Material swatches: Bottom strip displaying fabric/leather/metal micro-texture tiles.
\n- Info cards: Elegant bordered cards with item details (brand, material, origin).
\n- Attribute radar chart: Encased in a delicate frame, showing traits like: Intimacy ★★★★★, Authenticity ★★★★★, Vulnerability ★★★★☆.
\n- Connection lines: Matte silver or warm bronze dashed lines with tapered arrowheads.\n\n📷 Background & Atmosphere (Background & Atmosphere)
\n- Background gradient: Warm variant—ivory ( to soft oat milk ( or cool variant—pale concrete ( to studio white (
\n- Overlay pattern: 5–10% opacity blueprint grid or faint architectural drafting lines.
\n- Vignette: Gentle peripheral darkening to center attention.
\n- Atmospheric particles: Subtle golden bokeh orbs and fine film grain (Kodak Portra 400 emulation) for cinematic depth—never distracting.\n\n📷 Color Palette (Color Palette)
\n- Feminine/Intimate Theme: Champagne Gold ( Rose Gold ( Oat Milk ( Blush Pink (
\n- Masculine/Authentic Theme: Slate Gray ( Warm Bronze ( Concrete White (
\n- Neutral/Luxury Theme: Charcoal Black ( Ivory ( Deep Burgundy (
\n- Couple Theme: Left side cool tones, right side warm tones—blending at center with shared intimate items.\n\n📷 Technical Specifications (Technical Specifications)
\nRendering Engine: Path Tracing equivalent to Cycles/Arnold/RenderMan.
\n- Samples: Minimum 4096 SPP for noise-free output.
\n- Light bounces: 12 for accurate global illumination.
\n- Caustics: Enabled for glass and liquid realism.
\n- Geometry: Character mesh >2 million polygons; pose figurines >500k each.
\n- Hair: >100,000 strands per character, physics-simulated with wind interaction.\n\nPBR Material Workflow:
\n- Skin: Triple-layer SSS, dual specular lobes, pore-level displacement, melanin variation.
\n- Hair: Anisotropic shader with primary/secondary highlights, root-to-tip color shift.
\n- Fabrics: Woven normal maps, directional roughness based on fiber orientation, micro-wrinkles.
\n- Metals: Metalness 1.0, Roughness 0.1–0.4 (brushed or polished as appropriate).
\n- Glass: IOR 1.5; water IOR 1.33 with meniscus detail.
\n- Leather: Roughness 0.65, bump map with natural grain variation.\n\nResolution & Output:
\n- 4K (3840×2160), 16:9.
\n- 32-bit float color depth.
\n- 16x MSAA anti-aliasing.\n\nPost-Processing:
\n- Color Grading:
\n
• Filmic LUT applied; no pure blacks (min RGB 15,15,15).
\n
• Gentle S-curve for contrast.
\n
• Color temperature adjusted ±200K by theme.
\n
• Global saturation reduced by 5%; key colors (e.g., blush, gold) boosted by 10%.
\n- Effects:
\n
• Bloom: Soft glow on specular highlights.
\n
• Film Grain: Organic Kodak Portra 400 texture.
\n
• Chromatic Aberration: Barely perceptible edge fringing.
\n
• Vignette: Medium intensity.
\n
• Sharpening: Output-level adaptive sharpening.\n\nSpecial Instructi
g dynamic physical poses.\n\nAspect Ratio: 16:9 landscape (adaptable to 3:2, 4:5, or 1:1 as needed).
\nArtistic Style Core: Photorealistic Humanism — grounded in anatomical accuracy, natural subsurface scattering, visible pores, fine body hair, sweat sheen, and emotionally resonant realism.
\nQuality Benchmark: Visually indistinguishable from high-end editorial photography in publications like Vogue, National Geographic, or forensic anthropological reconstructions.\n\n📷 Item Layout (Item Layout) – Knolling Radiating Composition
\nTotal Items: 30–36 pieces, arranged at precise 90-degree angles or in soft radial symmetry around the central figure.\n\nCategory 1: Fashion & Attire (Fashion Atelier) – Champagne Gold Label
\n- Main outfit fully deconstructed: sleeves, collar, fabric panels, lining, buttons, zippers—all separated and floating mid-air with realistic cloth physics.
\n- Footwear disassembled: sole, upper, laces, heel, insole.
\n- Personal accessories: belt, handbag, hat, scarf, gloves.
\n*Example: A trench coat may be broken into lapels, epaulets, waist belt, cuff straps, and main body panels.*\n\nCategory 2: Beauty & Self-Care (Beauty Collection) – Rose Gold Label
\n- Makeup: lipstick (with cutaway showing pigment core and shade label), eyeshadow palette (each well color-differentiated), compact powder, perfume bottle (glass transparency and liquid refraction clearly rendered).
\n- Skincare: serum bottles, moisturizer jars, facial rollers, gua sha tools.
\n*Example: Perfume must exhibit glass clarity, internal caustics, meniscus curvature, and metallic cap reflectivity.*\n\nCategory 3: Intimate Private Life (Private Sphere) – Soft Blush Label
\n- Undergarments: bra components (cups, band, clasp, straps), underwear fabric swatches.
\n- Sleepwear & loungewear: silk pajama sets, robe ties, slippers, cozy socks.
\n- Personal hygiene items: toothbrush with residual paste, hairbrush with trapped strands, used cotton pads, skincare residue on tissues, folded washcloth.
\n- Ambient elements: scented candle (with melted wax pool), essential oil dropper, diffuser reeds, journal with handwritten notes.
\n*All items must appear authentically used—subtle wear, organic creases, and lived-in imperfections.*\n\nCategory 4: Emotional Expression Gallery (Human Faces) – Warm Terracotta Label
\n- A curated series of 6–8 floating macro portrait close-ups capturing distinct emotional states:
\n
• Serene smile
\n
• Thoughtful gaze
\n
• Laughter with crinkled eyes
\n
• Tearful vulnerability
\n
• **'Ahei Yan' (Ah Hei Face)** – playful mock anger with narrowed eyes, puffed cheeks, and slight frown
\n
• **Peak Ecstasy Face** – flushed cheeks, parted lips, dilated pupils, light sweat on forehead
\n
• **Bitten-Lip Expression** – lower lip gently held between teeth, subtle tension in jaw, flushed neck
\n- Each face rendered at extreme close-up with visible pores, fine vellus hair, moisture on lips, dynamic skin micro-movements, and accurate eye reflections.\n\nCategory 5: Body Posture & Movement (Physicality Zone) – Charcoal Gray Label
\n- Full-body miniature figurines (1:10 scale) depicting key poses:
\n
• Kneeling pose (one knee down, hands resting on thigh)
\n
• Prone position (lying flat on stomach, chin propped on palms)
\n
• Reaching upward stretch
\n
• Cross-legged seated meditation
\n
• Dynamic walking stride
\n- Each pose highlights muscle definition, joint articulation, weight distribution, gravity-driven fabric draping, and natural body asymmetry.\n\nEvery item requirement:
\n- Render quality: Matches the character’s photorealistic fidelity—zero stylization.
\n- Numbered tags: Circular badges labeled 01–36 with subtle drop shadows.
\n- Materials & shadows: Full PBR workflow with physically accurate roughness, specular, and normal maps; soft ambient occlusion shadows cast on a neutral surface.\n\n📷 Exploded View Technique (Exploded View Technique)
\n- Connection lines: Elegant thin dashed or solid lines tether floating garment parts back to the character’s body.
\n- Guiding arrows: Minimalist decorative arrows link each object to it
神佬,拆解滴神,哈哈。参考神佬提示词在flowith里狂刷图,调了一版写实的版本😂
其他版本提示词都放flowith里了,链接放评论区了👇
本图提示词:
{
"prompt": "3D Realistic Deconstruction Prompt\n\n📷 Core Instruction (Core Instruction)
\nTask: Based on the reference image provided by the user, create an ultra-high-quality, cinematic 3D realistic deconstruction art poster that emphasizes authentic human presence and photographic realism. Transform the photographed individual into a lifelike 3D character with true-to-life anatomy, skin texture, emotional nuance, and natural lighting—completely abandoning stylized cartoon aesthetics. Arrange their personal belongings using the disciplined 'Knolling' (orthogonal alignment) artistic layout. Remove the 'Digital Lifestyle' category entirely. Introduce two new thematic zones: an intimate private life section and an expressive facial/emotional gallery featuring specific micro-expressions including 'Ahei Yan' (playful mock-anger face), peak ecstasy face, and bitten-lip expression. Also add a dedicated body posture/movement zone showcasin
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