curiosity

[An-Chieh Cheng @anjjei]

#CVPR2026 GR3D 🧊 — A single VLM that grounds in 2D, grounds in 3D, and reasons with visual chain-of-thought — all at once.

Excited to share our paper, Grounded 3D-Aware Spatial Vision-Language Modeling!

[Sharbel @sharbel]

Someone built an AI agent that searches Reddit, X, YouTube, HN, TikTok, Polymarket, and the web in parallel.

Scores everything by real upvotes, real likes, and real money.

Synthesizes it into one brief. In seconds.

It's called /last30days. 28,700+ stars on GitHub.

You type one command. The agent fans out across every platform at once. Reddit threads. X posts. YouTube transcripts. Polymarket odds backed by actual money. HN comments. GitHub commits. It scores each source by what real people engaged with. An AI judge synthesizes the whole thing into one grounded summary of the last 30 days.

Here's what it does:

→ Searches Reddit for top upvoted threads and comments on any topic, person, or company.
→ Pulls X posts and scores them by likes and recency. Not algorithmic feed. Raw signal.
→ Transcribes and searches YouTube videos. Finds what was actually said, not just the title.
→ Reads TikTok engagement. Surfaces what creators and communities are actually talking about.
→ Queries Polymarket odds. Real money bet by real people on what happens next.
→ Searches Hacker News. The technical community's unfiltered take.
→ Searches GitHub commits and PRs. What someone is actually shipping right now.
→ Runs all sources in parallel. Scores them against each other by engagement weight.
→ AI agent judge synthesizes everything into one brief. No raw dump. A grounded summary.
→ Zero config to start. Reddit, HN, Polymarket, and GitHub work immediately.
→ One setup wizard unlocks X, YouTube, TikTok, and more in 30 seconds.
→ Installs into Claude Code, Codex, Cursor, Copilot, Gemini CLI, and 50+ agent hosts.

Here's the wildest part:

Google doesn't touch Reddit comments or X posts. ChatGPT has a Reddit deal but can't search X or TikTok. Gemini has YouTube but not Reddit. Claude has none of them natively. Every platform is a walled garden with its own API, its own tokens, its own auth.

No single AI has access to all of it. Until you bring your own keys and bridge them with an agent.

That's the unlock. Not one better search engine. A dozen disconnected platforms, scored against each other by what real people actually engaged with and bet real money on.

Google aggregates editors. /last30days searches people.

Perplexity Pro: $20/month. $240/year.
ChatGPT Plus: $20/month. $240/year.
You(dot)com Pro: $15/month. $180/year.

/last30days: $0. Unlimited queries. Unlimited topics. Your API keys. Your agent. Forever.

28,700+ stars. 2,431 forks. MIT licensed.

MIT licensed. Self-hosted. Open protocol. Free forever.

100% Open Source.

Github repo: https://t.co/jSgEaiye2H

[SkalskiP @ CVPR2026 @skalskip92]

supervision just hit 40,000 GitHub stars!

it now powers over 6.5k open-source computer vision projects, including all my demos like basketball AI

link: https://t.co/xXMRaS4ejS

[Prajwal Tomar @PrajwalTomar_]

WAIT. This is actually insane.

A senior dev dropped the SOUL .md template behind his Hermes Agent. Says he's never shared this before.

The sections that turn your agent from a chatbot into an autonomous operator:

→ Stance: direct, opinionated, push back when I'm vague
→ Accountability: surface opportunities, flag stalled loops
→ Autonomy: broad freedom except for irreversible actions
→ Mission: priorities, active builds, debt, sunset candidates
→ Pushback: disagree openly, earn it with evidence
→ Operating Mode: orchestration, not solo execution

The author says three sections decide if the agent acts like an operator: Stance, Autonomy, and Mission.

The Autonomy section alone is worth the whole template. Most builders never write this out and then wonder why their agent asks permission for every action.

(Full template in the comments)

[鸟哥 | 蓝鸟会🕊️ @NFTCPS]

家人们，今天给你们扒10个GitHub上免费到离谱的仓库，每一个都能干掉你正在按月交钱的软件，看完别说鸟哥没提醒你。

1️⃣ TradingAgents
一整支AI分析师团队在你电脑里吵架做单。基本面、情绪、新闻、技术分析师同时开工，最后风险经理和执行代理拍板。等于把一支华尔街团队7×24小时塞进你笔记本，还不要工资。
🔗 https://t.co/kwYRkz5PuO

2️⃣ LibreChat
一个界面把ChatGPT、Claude、Gemini、DeepSeek等20多个模型全收了，支持自托管和原生MCP。数据是你的，基础设施是你的。能自己跑，凭啥还交月费？
🔗 https://t.co/V3iCwASOCA

3️⃣ HyperFrames
HeyGen把自家视频引擎开源了。写个HTML就能产出生产级MP4，原生支持GSAP、Lottie、Three.js，同样输入永远同样输出。
🔗 https://t.co/6Gp8NAb38O

4️⃣ Fincept Terminal
笔记本上跑的彭博终端平替，AI投资代理灵感来自传奇投资人。深度财报分析、市场情报、几十个数据源，企业级的钱一分不用掏。
🔗 https://t.co/e0Fgr7sK1S

5️⃣ MoneyPrinterTurbo
丢个关键词，脚本、画面、字幕、音乐、成片一条龙。横屏竖屏随便选，基本不用动手剪。
🔗 https://t.co/yFPFib4nBr

6️⃣ Agentic Inbox
Cloudflare开源的AI邮件客户端，AI帮你读收件箱、起草回复，全程数据不出你的地盘。没有外部服务器，没有订阅费。
🔗 https://t.co/tbEaZSfis8

7️⃣ VoxCPM
几秒音频就能克隆声音，几十种语言高质量输出，还能凭一句文字描述捏出定制嗓音。
🔗 https://t.co/SlEimVxLez

8️⃣ Flowsint
输个域名，关联的IP、子域名、邮箱、加密钱包、社交账号全给你画成图。纯本地跑，做私密调查和OSINT情报的神器。
🔗 https://t.co/5UguHbZpwx

9️⃣ agent-skills
谷歌工程师Addy Osmani放出了他生产环境验证过的Claude Code技能库，API设计、调试、代码审查、CI/CD、前端工程全覆盖。
🔗 https://t.co/52Ef6XqvAz

🔟 Nango
企业每年砸几千刀的集成层，几百个预置API、托管OAuth、AI生成集成代码，一堆高速创业公司和企业团队都在用。
🔗 https://t.co/tlv7hGZZs1

这些可不是练手的玩具项目，每一个都能替掉你还在月月付费的软件。

挑一个，装上，塞进你的工作流。100%免费，100%开源。

省下的钱，记得请鸟哥喝杯咖啡。

[Ilir Aliu @IlirAliu_]

A simple MPC controller for path tracking implemented in python.

Few resources actually teach it without assuming a PhD first.

This open-source project does exactly that:

An iterative MPC tracking controller (built with CVXPY and MuJoCo) that shows how to make a robot (or autonomous vehicle) follow a path and avoid obstacles in real time.

→ Autonomous logistics, robot navigation, vehicle control; there's a path-following algorithm behind all of it.

→ Most implementations are black boxes. This one shows you what's actually happening.

→ It uses convex optimization (no non-linear solver), and still handles real vehicle physics through iterative linearization.

What makes it practical is that you can run it with the mushr car model in MuJoCo, or headless without any physics simulation if you just want to understand the logic.

If you're making the jump from classical control to real-time optimizatio, this is a very good starting point.

📌 Repository: https://t.co/dzi784Vgmq

——-

Weekly robotics and AI insights.
Subscribe free: https://t.co/9Nm01QUcw3

[DRUSKI @druski]

That Oldhead who never Grewup/Matured 😂

[Pixel by us ✨ @pixelbyus]

Millie Bobby Brown

{
"prompt": {
"style": "ultra-realistic luxury swimwear editorial photography, premium fashion campaign, resort collection advertisement",
"aspect_ratio": "2:3",
"quality": "8K, photorealistic, ultra detailed skin texture, magazine-quality finish",
"camera": {
"body": "Sony A7R V",
"lens": "85mm portrait lens",
"settings": "f/2.8, ISO 100, natural depth of field"
},
"subject": {
"gender": "adult female",
"appearance": {
"hair": "dark hair styled in a loose low bun with face-framing strands",
"skin": "smooth warm complexion with realistic skin texture",
"eyes": "soft brown eyes",
"expression": "confident, elegant, natural"
},
"pose": "standing indoors with legs crossed, hands gently clasped in front of waist, looking slightly to the side",
"body_type": "curvy hourglass silhouette, athletic feminine proportions",
"outfit": {
"type": "luxury red string bikini",
"material": "premium stretch swimwear fabric",
"design": "minimalist designer swimwear, high-cut bottoms, triangle bikini top"
}
},
"environment": {
"location": "modern luxury penthouse suite",
"elements": [
"floor-to-ceiling windows",
"city skyline view",
"glass console table",
"modern interior decor",
"designer vase with green foliage",
"polished marble flooring"
]
},
"lighting": {
"type": "soft natural window light",
"tone": "warm luxury editorial",
"effect": "subtle highlights, soft shadows, premium fashion photography"
},
"color_grading": {
"style": "high-end magazine editorial",
"palette": "neutral interiors with vibrant red swimwear accent"
}
},
"negative_prompt": "low quality, blurry, cartoon, CGI, overprocessed skin, extra fingers, deformed anatomy, bad proportions, watermark, logo, text, duplicate limbs, oversaturated colors, harsh shadows"
}

[Ihtesham Ali @ihtesham2005]

The Library of Alexandria created the first catalog of all human knowledge 2,300 years ago, and a team of fewer than 20 people just finished the modern version and made it free for the entire planet.

It is called OpenAlex. The name is not an accident.

The ancient library had the Pinakes, a catalog mapping every scroll, every author, every subject. When the library fell, the map of what humanity knew fell with it.

For the last two decades, that map existed again, but it was locked up.

Elsevier owns Scopus. Clarivate owns Web of Science. If your university could not afford the subscription, you could not see the structure of science itself. Entire countries were priced out of knowing what research existed.

OpenAlex indexes 474 million scholarly works. Every author disambiguated. Every citation traced. Every institution and funder connected. It updates with roughly 50,000 new works every day.

The whole thing is CC0. Not just free to search. Free to download, copy, sell, and build on. The API allows 100,000 requests a day without an account.

The ancient library burned and the catalog was lost for two millennia.

The new one cannot burn. Anyone can hold a copy.

https://t.co/peUYYpucnc

[Ridoy AI @AI_WithExpert]

🚨 BREAKING: Google Gemini can now completely edit your videos for you so you can create polished content at lightning speed.

Here are 10 Gemini prompts to edit videos 10x faster: 👇

[underwood @underwoodxie96]

Upgraded version, prompt: https://t.co/RLyhOizazv

[Bethany @JustBethanyai]

Pretty sure she just ruined your scrolling rhythm. 😏

Madison Beer 🖤🤍

Prompt Below

[Giulia @Giulia_4i]

I'm dead. I don’t even know if I'm laughing because of the drinks or because you're hilarious 🤣🍸

🩷 Mckenna Grace
🩶 Natalie Portman
🤍 Dakota Johnson

Nano Banana 2 🍌via Gemini App

[KeorUnreal @KeorUnreal]

Do you like Super Mario video game?!🎮 Let's make it more attractive!🔥

Iggy Azalea, Sophie Thatcher, Kylie Jenner, Sophie Rain ❤
👉🏻Subscribe for more content!⚡

Nano Banana Pro via Hailuo AI
Prompt:

{
"subject": "Iggy Azalea lookalike",
"hair": {
"color": "blonde",
"length": "long, reaches past mid-back",
"style": "voluminous, wavy, natural flow with soft movement",
"details": "shiny, healthy, slightly tousled"
},
"face": {
"expression": "direct eye contact, confident and slightly seductive, lips gently parted",
"makeup": "glossy pink lips, heavy black winged eyeliner, long false lashes, defined arched brows, subtle blush and contour, dewy skin finish",
},
"body": {
"build": "curvy, hourglass figure, large bust",
"pose": "standing, torso leaned slightly forward toward camera, weight on one leg, left hand gripping the side of her dress near the hip, right hand cradling the plush toy",
"skin": "fair, smooth, with realistic subsurface scattering and natural highlights from side lighting"
}
},
"clothing": {
"dress": {
"type": "shiny satin or latex-style mini dress",
"color": "vibrant hot red",
"neckline": "deep plunging V-neck with thin spaghetti straps",
"trim": "white lace ruffles along neckline and hem",
"skirt": "short and flared with layered white lace petticoat peeking out and a small sign 'Keor' on border",
"fit": "form-fitting bodice, accentuates bust and waist",
"material": "glossy, reflective satin-like fabric with realistic sheen and folds"
},
"accessories": [
{
"type": "choker",
"description": "pink lace choker with delicate pattern"
},
{
"type": "stockings",
"description": "white floral lace thigh-high stockings with intricate pattern"
}
]
},
"props": [
{
"name": "plush_toy",
"description": "round green and white plush toy with simple cartoon face and eyes, resembling a green mushroom from Super Mario series",
"color": "bright green upper half, off-white/cream lower half",
"position": "held with both hands in front of her lower chest / stomach area, right hand supporting from below",
"size": "medium plush, roughly the size of a large grapefruit"
},
{
"name": "white_platform_boots",
"description": "tall white platform boots with pink laces/ribbons and decorative elements",
"position": "standing upright on a white surface/shelf in the right background"
},
{
"name": "mini_crown",
"description": "small ornate golden crown/tiara with red gemstone in the center",
"position": "placed on the surface next to the white boots"
}
],
"background": {
"setting": "cozy indoor room with light beige/pinkish walls, gaming or cosplay aesthetic",
"left_wall": {
"element": "framed poster",
"description": "Mario character poster",
},
"neon_lighting": {
"main_neon": "pink neon sign on wall with partially visible glowing text "Princess Peach",
},
"right_side": "pair of white platform boots and small golden crown on a white shelf/surface, fluffy white feather wings or decorative elements",
"overall_atmosphere": "bright, playful, slightly seductive cosplay vibe with Mario/Princess Peach theming"
},
"lighting": {
"primary": "soft natural daylight from front-left, creating strong rim lighting on hair and dress, bright highlights on skin and glossy surfaces",
"secondary": "pink neon glow adding vibrant color accents and soft fill light",
"shadows": "defined but soft shadows on the right side of the subject and background",
"mood": "bright, high-key, cinematic with playful and alluring atmosphere"
},
"camera": {
"angle": "slightly low angle, eye-level to subject",
"framing": "medium shot from upper thighs to head",

[BeautyShot @BeautyShotX]

Bending over the desk, writing your name on my very naughty list. Come find out what happens when you make the list 📝🫦💦

Elizabeth Olsen
Cailee Spaeny
Emily Rudd
Freya Allan

Prompt:
{
"subject": {
"Emily Rudd lookalike",
"build": "hourglass figure, large bust",
"hair": {
"color": "blonde",
"length": "very long, extending well past the shoulders and mid-back",
"style": "voluminous soft waves with center part, heavy volume on top, hair flowing dramatically over the right shoulder and cascading down the back",
"texture": "shiny, healthy, silky waves"
},
"face": {
"eyes": "eyes with long lashes",
"lips": "full, glossy with soft pink-nude lipstick",
"makeup": "natural flawless base, subtle contouring, defined eyes with mascara, glossy lips",
"glasses": "glasses with big black frames",
"expression": "seductive and confident, direct intense eye contact with viewer, slight head tilt, parted lips"
},
"skin": "fair, smooth, flawless complexion with soft glow"
},
"clothing_and_accessories": {
"top": "black strapless bandeau-style fitted top, smooth matte fabric, revealing shoulders and upper chest",
"skirt": "black short mini skirt with structured fit and subtle ruffled/layered hem detail at the bottom",
"belt": "wide black utility/tactical-style belt with large prominent silver metal rectangular buckle and small attached pouches on the side",
"stockings": "black sheer thigh-high stockings with subtle sheen",
"footwear": "black glossy patent leather knee-high stiletto boots with pointed toes and high heels",
"other": "small silver hoop earring visible in left ear"
},
"pose_and_action": {
"overall_pose": "bent forward at the waist, leaning over a desk in a dynamic three-quarter view, upper body angled toward the viewer",
"torso": "strongly arched and tilted forward",
"legs": "kneeling or seated position with one knee raised, creating a strong curve from hip to knee",
"right_hand": "holding a blue wooden pencil, actively writing on a white sheet of paper on the desk",
"left_hand": "flat on the desk surface for support, fingers relaxed",
"head_and_gaze": "head turned toward camera, looking directly at viewer with seductive expression"
},
"environment": {
"setting": "modern minimalist office interior",
"desk": "dark wood desk with black top surface",
"chair": "black mesh ergonomic office chair positioned behind the subject",
"background_wall": "plain light gray wall",
"clock": "large round black wall clock with white face, black Roman numerals, and black hands showing approximately 10:10",
"shelf": "thin white floating shelf on the wall holding a small transparent glass spherical decorative object",
"desk_accessories": "black mesh pen/pencil holder containing colorful markers and pens on the right side of the desk"
},
"lighting": {
"type": "soft, bright, diffused indoor studio lighting",
"quality": "even and flattering with gentle highlights on skin and hair, minimal harsh shadows, professional photography lighting",
"mood": "bright, clean, slightly dramatic"
},
"camera_and_composition": {
"shot_type": "medium shot / medium close-up",
"angle": "slightly low angle from desk level, three-quarter view",
"framing": "subject dominates the frame from upper thighs to head, desk occupies lower third",
"depth_of_field": "sharp focus on subject, soft background",
"aspect_ratio": "portrait orientation"
},
"style_and_quality": {
"style": "photorealistic, hyper-detailed, commercial fashion photography",
"aesthetic": "sexy professional 'office siren' / seductive secretary vibe with tactical belt detail",
"mood": "confident, alluring, playful, powerful",
"technical_quality": "8K resolution, extremely sharp details on hair, fabric textures, skin, and reflections on boots"
},

[Codez @0xCodez]

https://t.co/RSly7N44jl

[slash1s @slash1sol]

ONE OF THE MINDS BEHIND JAVA GAVE A LECTURE WHERE HE BANNED HIMSELF FROM USING ANY BIG WORD UNTIL HE DEFINED IT FIRST AND IN DOING SO QUIETLY EXPLAINED HOW EVERY GREAT SYSTEM GETS BUILT

A talk from Guy Steele -- co-author of the Java spec and a designer of Scheme -- where the form of the talk is the lesson.

-> The moment you catch what he's doing, it rewires you. He starts with only the smallest words, then builds every larger idea live, in front of you, from the pieces he already gave you. The talk grows its own vocabulary as it goes.

That's the whole secret of language and system design he's smuggling in: you don't ship something huge and finished. You ship a small core and the means to grow it. Miss that and you spend your career fighting your own tools.

Memorizing a language was never the skill -> understanding how a good one is meant to grow is. And as AI starts generating the primitives you build on, knowing what makes a foundation extensible instead of brittle is the entire game.

Twenty-five years on, language designers still point to this talk as the cleanest demonstration of the idea ever performed.

Bookmark it & Watch how he builds the whole thing from nothing ↓

[LEGIT SOCCER BETS @LegitSoccerBets]

May Results 📈

50-21 (70.4%) Win Rate ✅

Every play was posted here or on the Free Page in bio.

And the best part? Even bigger results are on the way with the FIFA World Cup kicking off. ⚽🔥

[Movez @0xMovez]

This 1-hour Stanford lecture on "Sports Betting Math" - by the founder of a $160M sports platform - exposes the exact math books use to print millions off sports.

Bookmark it. Give it 1 hour today, no matter what. Most productive way to start your week.

Then read article below

[Khairallah AL-Awady @eng_khairallah1]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

this is one of the best workflows I've seen in a long time

in this video she breaks down exactly how most people are using Claude:

- the 14% you lose to CLAUDE.md before typing a word
- the automation workflows most users don't know exist
- the daily task pipelines that run without touching the keyboard
- the daily workflows Anthropic's own engineers automated first

if you've been using Claude for more than a month and never left the chat window, you've been using one agent when you could be running a team of them

instead of another show tonight, watch this

make sure to bookmark it before it gets lost in your feed

the guide is in the article below