Binin Lon

[Aleena Amir @aleenaamiir]

When one color is all it takes to create something beautiful.

PROMPT ↓
“Minimal watercolor illustration of [SUBJECT], soft color bleeds, single dominant hue, airy negative space, delicate linework, white background.”

[Serena @369Serena]

https://t.co/cu98aKewnY

[Binin Lon @BininL]

三千万的黄猫股神 @leto_bao 推荐的这三本书《避风港》、《持续买入》、《生命周期投资法》微信读书就有其中两本了

持续买入，看过，底层逻辑很简单，好资产➕持续买入把本金做厚。

[周览资源 @grgerwcwetwet]

每天盯着自选股太累了？

分享一个开源 AI 选股神器——ZhuLinsen / daily_stock_analysis。

它是一套基于 LLM 的多市场股票智能分析系统，支持 A 股、港股、美股、日本、韩国、中国台湾等多个市场，每天自动生成一份 AI 投资分析报告。

它能帮你做什么？

📊 专业决策仪表盘
自动给出综合评分、趋势分析、买卖参考、风险提示，不用自己一项项看指标。

📰 新闻 + 舆情分析
自动汇总最新财经新闻和市场热点，结合 AI 分析对个股的潜在影响。

📈 行情 + K 线 + 技术指标
整合多源行情数据，结合均线、MACD、RSI 等技术指标，快速了解股票走势。

📬 自动推送
支持企业微信、飞书、Telegram 等平台，每天定时把分析报告推送到手机。

⚙️ 部署简单
支持 GitHub Actions 免费定时运行，也支持本地和 Docker 部署，搭建完成后基本可以全自动运行。

如果你平时有自己的自选股，每天打开电脑第一件事就是翻新闻、看 K 线，这个项目能帮你把大量重复工作自动完成，把时间留给真正的投资决策。

GitHub：
https://t.co/BPngTehyFx

[Dr. Moyu｜摸鱼局长 @Jason23818126]

两年收益 +146 万后，有人把自己的投研系统开源了

项目叫 AI Berkshire，实盘成绩也直接放出来了：

2024：+69.29%
2025：+66.38%

核心不是“AI 选股”，而是把巴菲特、芒格、段永平、李录的投资框架，拆成可执行、可复盘的研究流程

它会从商业模式、护城河、现金流、估值、安全边际、管理层、风险因素等角度做公司研究，再结合 Claude Code / Codex，让多个 Agent 并行完成财报分析、估值判断、交叉验证和投资备忘录

这个项目最值得借鉴的地方，是它没有把 AI 当成一个“答案机器”，而是把真实投研里的判断路径，整理成了可以反复运行的系统

对个人投资者来说，这可能比单纯问 AI “这只股票能不能买”更有价值

项目：https://t.co/EnfEhHwLKQ

非投资建议，纯分享学习

[Saul Goodman @Goodmanprotocol]

Try this with your city right now 🔥

GPT Image 2 on ChatGPT

Prompt:
Create a clean, modern typographic travel poster where the city name itself becomes the composition. Render the city name in large, bold, uppercase sans-serif letters spanning the width of the artwork. Seamlessly integrate the city's most iconic landmarks, architecture, monuments, streets, transportation, cultural symbols, cafés, bridges, parks, skylines, sculptures, waterfronts, historic buildings, and local details into, around, and inside the letters. Let landmarks naturally interact with the typography while preserving legibility.
Use an elegant flat vector illustration style with crisp geometric shapes, minimal detail, clean outlines, subtle shadows, and a premium editorial aesthetic. Maintain a limited color palette of deep navy, warm cream, muted red, and soft gray-blue for a timeless travel-poster look.
Add small decorative elements such as street lamps, trees, clouds, birds, benches, bicycles, fountains, trams, ferries, or other city-specific objects where appropriate. Keep generous negative space with a clean background and perfectly balanced composition.
Ensure every landmark, architectural style, vehicle, sign, and cultural element is accurate to the chosen city—avoid generic or incorrect landmarks. If desired, include a small elegant tagline beneath the city name (such as a famous nickname or slogan) in minimal typography.
Style: premium flat vector, minimalist travel poster, geometric illustration, editorial design, tourism branding, clean typography, high contrast, ultra-sharp lines, museum-quality print, modern graphic design, centered composition, scalable SVG aesthetic, 8K resolution.

[GitTrend @GitTrend0x]

中国量化交易开源之光：

vnpy（VeighNa）42k+ stars

在国内量化交易圈，有一个项目被无数交易员和机构反复提起，它就是 https://t.co/rTHJNEiLed（VeighNa）。

这个由交易员为交易员打造的开源框架，已经走过了10年。从最早的事件驱动核心，到如今的完整生态，再到最新v4.0版本加入的 AI模块 vnpy.alpha，它始终站在实用和进化的前沿。

//

核心亮点：

• 事件驱动架构：异步、高性能，真正适合实盘
• 全市场支持：国内CTP/Femas等主流接口 + 国际Interactive Brokers，覆盖期货、期权、股票等
• 丰富App生态：CTA策略引擎、回测优化、期权定价、算法交易（TWAP/Iceberg等）、数据管理、风控、Web Trader等一应俱全
• AI加持：vnpy.alpha模块支持因子工程、机器学习模型（LightGBM等）、回测一体化研究流程
• 生产级可用：已被大量私募、券商、期货公司用于实盘系统

它不是玩具框架，而是真正能从策略研究一路走到实盘部署的完整平台。社区活跃（论坛、微信群、QQ群），文档和案例丰富，新手也能快速上手搭建自己的交易系统。

GitHub：https://t.co/KMABwDiuqF （42.2k stars）
官网与社区：https://t.co/20xKPlUl2h

对正在做量化策略、搭建交易系统、或者想把AI技术落地到实盘的开发者来说，vnpy 仍然是国内最成熟、最值得深入的开源选择之一。

[Mr Panda @PandaTalk8]

2026 年学习 AI 最值得关注的 YouTube 频道，拒绝废话版。

收藏起来，按这个顺序学：

1. 3Blue1Brown
AI / 数学基础。用可视化方式讲清楚线性代数、神经网络和底层数学直觉。
https://t.co/WI850QO1XH

2. Andrej Karpathy
深度学习 / LLM。前 OpenAI、Tesla AI 核心人物，讲课硬核但非常清晰。
https://t.co/SisPfudHKu

3. Yannic Kilcher
AI 研究。适合跟进论文、模型架构和前沿研究动态。
https://t.co/7NcaVY0Ezo

3. AssemblyAI
实用 AI。大量语音识别、LLM、AI 工程化和 API 实战内容。
https://t.co/ypUE1goewE

4. AI Explained
LLM / AI 趋势。适合理解大模型能力边界、行业变化和最新进展。
https://t.co/3Q07zDDpRs

5. StatQuest
机器学习理论。把统计学、机器学习算法讲得非常通俗。
https://t.co/fZWQ619ovs

6. Two Minute Papers
论文简明讲解。用短视频快速了解 AI、图形学和科研新成果。
https://t.co/6vzFyZMFvB

7. Matthew Berman
生成式 AI。关注 AI 工具、开源模型、LLM 应用和最新产品。
https://t.co/bRNtuzKMhf

8. Nicholas Renotte
AI Agents / 实战项目。适合想动手做项目、Agent、自动化和计算机视觉的人。
https://t.co/E9H92vo5Xn

9. Krish Naik
应用机器学习。数据科学、机器学习、MLOps 和实战项目内容很多。
https://t.co/LbOqSwkQiE

10. Aladdin Persson
PyTorch / 深度学习代码。适合系统学习 PyTorch、CNN、GAN、Transformer 等实现。
https://t.co/49xmjvpgXG

11. Serrano Academy
机器学习数学。适合补机器学习背后的数学、概率和算法直觉。
https://t.co/hqVJ3nt83B

12. Lex Fridman
行业洞察。通过长访谈理解 AI、科技、创业、机器人和社会影响。
https://t.co/2r08uHkBCO

13. DeepLearningAI
真实世界 AI。Andrew Ng 团队出品，适合系统学习 AI 工程和应用落地。
https://t.co/hyIhy6jjyT

我的建议：
新手先看 3Blue1Brown + StatQuest + DeepLearningAI。
想做工程项目，看 Karpathy + Nicholas Renotte + Krish Naik。

想跟前沿趋势，看 Yannic Kilcher + AI Explained + Matthew Berman。

别只收藏。
真正的学习路径是：
看一集，记一页笔记，复现一个小项目。
你也可以把最后一句改成更有传播感的一版：
AI 学习最怕的不是资源不够，而是收藏太多、动手太少。

[梭哈.AI @SUOHA_AI]

最近易方达的基金经理郑希火了

他目前在管基金资产总规模约 240亿元，代表作易方达信息产业混合（001513） 自2016年9月接手以来，累计回报接近 980%，任职近10年

于是社区里有人把他2012-2026年全部公开的季报、手记、采访内容整理出来，蒸馏成了一个郑希专属投研 Skill

我自己上手试了一下,这个 Skill 能帮你做这些事：

1. 快速查清郑希对某个方向的真实历史观点和演变
2. 做言行对照：他以前说过看好什么，实际持仓里到底配了没有、什么时候配的
3. 用他的框架给任意一只基金打分，看看“郑希风格”的契合度
4. 模仿他的思路做前瞻判断，或者用他的口吻写市场点评

最重要的是，它不杜撰。所有结论要么有原文出处，要么会明确告诉你这是按框架推演的

你可以直接在 Claude Code 或者 codeX 里使用

Github：https://t.co/jVeeGXqN9W

[vivek @itsreallyvivek]

https://t.co/ZhOgyq7Vgn

[✧ 𝕀𝔸𝕄𝔸𝕀 ✧ @iamai_omni]

新上了个买方研报 skill，直接从 sec 官方拉原始文件分析，写得真的太好了，现在仓位变动都要先过一下 skill 心里才有底。

买方研报 skill 已开源，地址：
https://t.co/EPjGiVjJ8C

研报地址：
https://t.co/lygHD6tKAR

[Binin Lon @BininL]

Got it

[Amto @XAMTO_AI]

有个人搞了个AI，每天自动盯盘分析股票，连报告都直接怼到你微信上，关键是这玩意儿完全开源。

一个叫 daily_stock_analysis 的项目，A股港股美股全覆盖，每天收盘后自动跑AI分析，买卖点、风险警报、资金流向、舆情情绪全给你整理好，直接推送到企业微信/飞书/Telegram，你啥都不用干。

最狠的是部署门槛极低，GitHub Actions白嫖服务器，五分钟配好，零成本，工作日18点准时给你发“决策仪表盘”。

还支持策略问股，均线、缠论、波浪理论十几种内置策略，跟AI多轮对话问它该不该买。

有需要的自取：
🔗 https://t.co/1gA924w8ar

[Binin Lon @BininL]

wow I love this idea!

[Jahan Zaib @jzaib4269]

Created with GPT Image 2.0 on ChatGPT

Prompt: Ultra-detailed watercolor travel poster of Japan, painted in a refined traditional Japanese ink-and-wash (sumi-e) style with soft pastel tones and textured handmade paper. A majestic snow-capped Mount Fuji dominates the center beneath a giant crimson-red rising sun, surrounded by drifting watercolor clouds and delicate paint splashes.
The composition blends Japan’s most iconic cultural and modern landmarks into a harmonious collage. Elegant cherry blossom branches frame the scene from above and along the edges, showering pink petals across the artwork. Tokyo’s skyline stretches across the middle distance, featuring Tokyo Tower and modern skyscrapers fading into mist. A traditional five-story pagoda rises prominently on the right, while historic Japanese castles and temple complexes emerge through layers of atmospheric haze.
A sleek Shinkansen bullet train glides through the landscape toward a red torii gate standing in tranquil water. A samurai warrior in detailed armor stands in the foreground, symbolizing Japan’s warrior heritage. Nearby, a graceful geisha in a traditional kimono appears as an ethereal portrait among bamboo stalks. Flying cranes soar across the sky, adding elegance and motion.
The lower portion features dramatic Hokusai-inspired ocean waves with colorful koi fish swimming through the water. Stone lanterns, arched wooden bridges, miniature shrines, traditional wooden architecture, deer, and lanterns are scattered throughout the composition, creating a rich tapestry of Japanese culture and nature.
Color palette of indigo blue, soft navy, blush pink, ivory, and deep crimson. Fine ink outlines, watercolor splashes, subtle paper grain texture, dreamy atmospheric perspective, intricate architectural details, highly artistic composition, museum-quality illustration, vintage tourism poster aesthetic, elegant typography reading “JAPAN” with the subtitle “TIMELESS HARMONY,” ultra-realistic watercolor textures, cinematic balance, award-winning travel artwork, vertical poster format, masterpiece, 8K resolution.

[Eesha @MissDelulu9]

Made with ChatGPT

Prompt: Vertical quirky flat cartoon portrait of [HUMAN] with a tall geometric head, long narrow neck, oversized circular eyes, tiny mouth and deadpan [EXPRESSION], wearing [CLOTHING], with [ANIMAL] perched on top of the hair like a living hat. Clean black outline drawing, flat color fills, simple facial shapes, sparse sketch marks on the animal fur or skin, playful surreal character design, bold graphic [PALETTE] palette. Background scenery: [SCENERY], drawn with simplified shapes, clear depth, small environmental props and clean cartoon perspective. Crisp digital illustration, poster-like vertical framing, no realism, no 3D render, no painterly shading, aspect ratio 4:5.

[Vigo Zhao @VigoCreativeAI]

完整 prompt(含 style rules + negative + 这 4 张怎么填)👇

https://t.co/xYa8AEJGbs

这套是 cookbook 里的一个系列,每周加新的。想要后续就关注 @VigoCreativeAI

[Binin Lon @BininL]

wow！我也试试

[Simply Ray @kingofdairyque]

GPT image 2 on ChatGPT
A wide horizontal landscape hand-painted illustration of [LANDMARK NAME] in [CITY/COUNTRY] with strong emphasis on negative space and quiet composition.

The image features a warm off-white cream paper background that occupies 40-50% of the total canvas, creating generous blank margins and breathing room.

The [LANDMARK NAME] is positioned slightly off-center as a calm visual anchor, depicted through simplified [KEY ARCHITECTURAL FEATURES - e.g., "towering structures", "iconic silhouette", "distinctive archways"] with loose, expressive brush strokes. The landmark is suggested through minimal rhythmic marks and abstract color blocks in deep teal, cobalt blue, and forest green, rather than drawing every architectural detail precisely.

The composition is sparse and uncluttered: only a few carefully placed elements including 2-3 tiny human figures [DOING TYPICAL ACTIVITY - e.g., "walking", "taking photos", "sitting"] rendered as simple silhouettes in coral red and mustard yellow, one small [CONTEXTUAL ELEMENT - e.g., "cafe table", "bench", "street vendor cart"] with minimal shapes, two or three [NATURAL ELEMENTS - e.g., "potted plants", "trees", "flowers"] in emerald green, and subtle [CULTURAL/ARCHITECTURAL HINTS - e.g., "traditional roof lines", "modern glass panels", "historic columns"].

Large areas of the warm paper background remain completely untouched, especially around the edges and between elements.

The style combines mid-century travel poster aesthetics with contemporary [REGIONAL] editorial illustration: elegant, minimal, warm, cultured, and slightly nostalgic.

The texture shows loose hand-painted gouache and pastel marks with dry brush strokes, pastel smudges, wax-crayon edges, uneven color patches, imperfect handmade edges, and visible gaps between colored areas.

Colors are layered, dry, and tactile with a restrained palette of deep teal, sky blue, coral red, salmon pink, mustard yellow, ochre, terracotta, and small near-black accents, but used sparingly so each color can breathe against the paper.

The overall mood is quiet, spacious, relaxed, refined, like a sophisticated [CITY] cultural postcard or handmade art print suitable for premium lifestyle merchandise.

The landmark remains recognizable through its essential identity—[DEFINING CHARACTERISTICS]—but the drawing stays airy, calm, poetic, and softly abstract.

Strong sense of pause, breath, and refined emptiness with confident use of blank space.

No crowded composition, no full-bleed busy background, no photorealism, no glossy digital rendering, no clean vector art, no 3D rendering, no text, no signage, no logos, no readable text.

[雷校长、🫟 @CEOLei]

https://t.co/tv2RzCJZQz

[Nexora @frametheory058]

Creating Professional Editorial Travel Posters Using GPT IMAGE 2 on chatgpt

Prompt:

Create an ultra-premium cinematic travel poster in a sophisticated double-exposure editorial style.

Use [CELEBRITY NAME] from [COUNTRY] as the main subject. Preserve the exact recognizable facial structure, hairstyle, expression, skin texture, and realistic likeness of the celebrity with photorealistic detail.

The composition should feel like a luxury international tourism campaign mixed with high-end fashion editorial photography and professional Adobe Photoshop compositing.

Design the poster using the actual map/silhouette shape of [COUNTRY] as a major compositional element. Seamlessly blend the celebrity portrait into the country silhouette while integrating iconic landmarks, architecture, skylines, streets, culture, transportation, landscapes, nature, and atmosphere of [COUNTRY].

The celebrity should appear stylish, elegant, and cinematic, wearing modern luxury travel fashion such as a neutral-toned jacket, minimal outfit, and sophisticated traveler styling.

Inside the composition, include realistic iconic elements associated with [COUNTRY], such as:

- famous monuments
- skyline/city views
- historical architecture
- coastal or mountain scenery
- local culture and transportation
- cinematic streets and cafes
- recognizable national atmosphere

Use MASTER-LEVEL PROFESSIONAL COLOR GRADING:

- warm cinematic golden-hour lighting
- creamy beige/off-white luxury background
- rich soft highlights
- muted premium tones
- subtle shadows
- atmospheric haze
- realistic contrast
- filmic dynamic range
- elegant depth separation
- polished editorial finish

The blending must look seamless and realistic:

- no harsh edges
- no artificial overlays
- no clutter
- no random floating elements
- realistic light interaction
- smooth compositing transitions
- natural texture consistency

Typography should look like a luxury tourism brand campaign:

- elegant serif fonts
- minimal clean layout
- refined spacing
- premium hierarchy
- cinematic slogan/tagline
- subtle decorative elements

Poster aesthetic:

- luxury travel advertisement
- Netflix documentary poster vibe
- high-end tourism campaign
- editorial magazine quality
- timeless sophisticated aesthetic
- cinematic realism
- polished professional design
- visually balanced composition
- strong focal hierarchy

Avoid:
cartoon style, AI artifacts, distorted anatomy, extra limbs, oversaturated colors, messy composition, fake lighting, unrealistic textures, duplicate features, low-quality blending, cheap typography, cluttered layout, random elements, exaggerated fantasy effects.

Ultra realistic, highly detailed, photorealistic, cinematic, masterpiece quality, professional color grading, luxury editorial aesthetic.

Aspect Ratio: 1:1

[Binin Lon @BininL]

cool!

[AmirMušić @AmirMushich]

The megatrend of 2026:

Naive design
it became more than a trend tbh:
it's a cultural antidote - to the global crisis

we all need warmth & calmness these days
so, messy just became premium

Imperfect visuals convert better, feel more human, and stand out in feeds flooded with coldness

create yours - I crafted you a few prompts for GPT2:

[Binin Lon @BininL]

wow

[Aleena Amir @aleenaamiir]

Turn anything into a soft modern gradient artwork with minimal luxury vibes.

PROMPT ↓
“Soft gradient illustration of [SUBJECT], smooth geometric forms, muted color palette, white minimal background, modern app branding style, premium digital art aesthetic.”