科技热门推文——2026年9月22日

今日科技领域，人工智能占据主导地位。多家初创企业纷纷推广对话式、代码驱动的视频智能体、无代码智能体市场以及多智能体工作流。蚂蚁集团推出 Ling-3.0-flash-VL，为其模型扩展了原生视觉和多模态能力，可用于文档处理、编程和医疗任务。工程可信度也备受关注：ZCode 将其编程智能体框架开源，接受外部安全审查，并启动漏洞奖励计划。与此同时，美中拟议中的人工智能对话释放出政策协调日益加强的信号，而风险投资者则开始反思不断加剧的市场风险。

1. james_bonds0 (Group Score: 859.0 | Individual: 45.0)

Cluster: 31 tweets | Engagement: 404 (Avg: 76) | Type: Tech

RT @Pexoai_offical: Now you can create videos the way you vibe-code.

Meet Pexo, your AI video agent.

Share your vision and references. Work through the details with Pexo like you’re messaging a friend.

No complex prompts. No new tools to learn.

Want to change something? Mark it on the video and tell Pexo what to change, just like leaving a comment in a doc.

Everything in this video was made with Pexo: the visuals, the motion graphics, the music, the captions, and the voiceover.

Even our founder @evanLiaoQ appears on screen.

You vibe-coded what you built. Now vibe-create how the world sees it.

#Pexo #AIVideoAgent #VibeCreate #MadewithPexo

See 30 related tweets

@DilshadAI1: This is what AI video creation should feel like. 🔥

No complicated prompts. No endless tools. Just s...

@Nas_tech_AI: “Now vibe-create how the world sees it” is a pretty direct pitch to people with a shipped app and an...
@DilshadAI1: The way Pexo turns a simple product idea into a complete launch video is seriously impressive.

From...

@NextGenAi5: AI video creation is moving from “prompting” to collaborating.

Pexo’s approach is interesting — ins...

@codeMdSanto: Stop writing prompts. Start directing your AI 🎬

Pexo is making video creation feel less like using ...

2. Shahriar661731 (Group Score: 527.4 | Individual: 36.6)

Cluster: 23 tweets | Engagement: 210 (Avg: 99) | Type: Tech

RT @ElaraAiLab: AI video creation shouldn’t require learning complicated workflows.

I tested @Pexoai_offical by creating a SaaS launch video for Linear.

I shared the product URL, explained the direction in natural language, reviewed the first scene, gave feedback, and kept refining it through conversation.

Pexo handled the UX motion, UI animation, typography, music, and final assembly.

The interesting part isn’t just the final video.

It’s being able to create and revise the whole thing by simply talking to an AI video agent.

Try Pexo: https://t.co/aguYsinBxV

Here’s the process → final result

#MadeWithPexo

See 22 related tweets

@the_futureAI: AI is getting scary good at recreating professional product videos. 👀

I’m genuinely impressed by wh...

@rakib_hossen_ai: AI video creation is moving from “generate” to “direct.”

Give it the product, references, and creat...

@TechByMarkandey: This is how AI video creation should work.

No complicated timelines or workflows. Just explain what...

@manishkumar_dev: The future of AI video creation is conversational.

Instead of learning complex timelines, prompts, ...

@Zara__Ai: Professional product videos usually need a whole production workflow. 👀

But with AI video agents li...

3. Orion_Vers7x (Group Score: 372.2 | Individual: 41.8)

Cluster: 11 tweets | Engagement: 386 (Avg: 170) | Type: Tech

30 websites that feel illegal to know but are 100% legal👇

https://t.co/an94CKj1Oo – Scans files and URLs using 70+ antivirus engines to detect malware.
https://t.co/VNINvQZ8Uh – Disposable email addresses to avoid spam when signing up.
https://t.co/jaa9jWxfxk– Turns any digital process into a visual tutorial guide instantly.
https://t.co/cUuy6SoxtW– Free tools to convert, edit, and modify PDFs, images, and videos.
https://t.co/Dscz52xdtY– AI tools designed to break down overwhelming tasks into clear steps.
https://t.co/SzCeWETVRw – The largest directory of AI tools updated daily.
https://t.co/sBEYBvB1cH– Removes video backgrounds automatically with a single click.
https://t.co/IAqrg3bSbC– AI tools to remove objects, edit photos, and build product images.
https://t.co/PxtN8baZY9– Quickly removes unwanted objects or text from photos.
https://t.co/7beSdmJWXM– Thousands of legally free fonts for personal and commercial projects.
https://t.co/xxGDwI7aOn – An ultra-fast color palette generator for designers and creators.
https://t.co/F9ivJkm3s3 – Free stock video clips, music, sound effects, and video templates.
https://t.co/FFwXzGknOM – Search engine for millions of free PDF books and educational materials.
https://t.co/QQnZHM5cRt – Open index for books, papers, and public domain content.
https://t.co/c8FaIBjenL – Open access to millions of research papers and academic articles.
https://t.co/vHBLZ1m0Su – Computes step-by-step solutions for complex math and science queries.
https://t.co/ggGbYwXWk7 – Digital library giving free access to books, old web pages, and media.
https://t.co/ujMTtkEFlY – Audit thousands of free university courses from Stanford, Yale, and Harvard.
https://t.co/j7CNfkWrLf – Share unlimited size files direct peer-to-peer without cloud storage.
https://t.co/CWORIDSXWb – Automatically creates step-by-step how-to guides while you work.
https://t.co/dOpnF4kkdR – Checks if your email or password was leaked in data breaches.
https://t.co/EwlsoHxnEB – Direct links to permanently delete your accounts from web services.
https://t.co/de2TAcL2lu – A minimalist platform to publish micro-thoughts without hassle.
https://t.co/0jxyuyCbHB – Send encrypted text notes that self-destruct after being read once.
https://t.co/iABjwELH2n – Interactive globe to listen to live radio stations around the world.
https://t.co/h3ILXsrVeK – Simulate driving through major world cities with local live radio.
https://t.co/JYB3zxCeS2 – Customizable ambient sound generators for focus and relaxation.
https://t.co/K31WMU68Oe – Recommends free and open-source alternatives to expensive software.
https://t.co/S8VnrXkWtq – Amazon price history tracker to find real deals.
https://t.co/KZYcLBny2F – Frameworks and mental models to help solve problems and make decisions.

Save this. You’ll definitely need some of these later. 🔖

Follow @Orion_Vers7x for more useful websites, AI tools & tech resources.

See 10 related tweets

@TechByKillian: 30 websites that feel illegal to know but are 100% legal👇

https://t.co/bTkQen5Afz – Scans files ...

@ZaneAI375: RT @Romeocoder11: Here are 13 websites that feel completely illegal to know, but are 100% legal and ...
@zakiraicoder: RT @zakiraicoder: 50 legendary websites that feel like the internet’s hidden toolbox 🧰

https://t...

@zakiraicoder: RT @zakiraicoder: 30 websites that feel illegal to know but are 100% legal👇

https://t.co/J5nf7cV...

@kevin_parker_ai: RT @Zayan_coder: 50 websites that feel like the internet’s hidden toolbox

https://t.co/VlhvFLwV...

4. SuccessSparksX (Group Score: 364.8 | Individual: 54.0)

Cluster: 13 tweets | Engagement: 670 (Avg: 68) | Type: Tech

RT @HyperFrames_: if you tried hyperframes, you would know the agentic video stack is being built on code-gen

but SWE-bench code v.s. code-to-video that feels alive are two different things

we built the Code2Video Bench, in collab w/ Google DeepMind & @Kaggle

frontier labs can finally get good at agentic video tasks

See 12 related tweets

@Info_sam_ai: The Kaggle leaderboard is going to be dangerous for my productivity.\n\nQT @HyperFrames_: if you tri...
@Ziven_Coder: A benchmark for whether AI video actually feels alive. About time.\n\nQT @HyperFrames_: if you tried...
@Faizu_Coder: That's the part I'm watching.\n\nQT @HyperFrames_: if you tried hyperframes, you would know the agen...
@ZariaTechAI: Nothing like a public leaderboard to make everyone step their game up.\n\nQT @HyperFrames_: if you t...
@RiadMd46702: Every frontier model getting the same 168 briefs is exactly what I wanted to see.\n\nQT @HyperFrames...

5. mr_nirajkumar07 (Group Score: 323.5 | Individual: 29.2)

Cluster: 14 tweets | Engagement: 88 (Avg: 38) | Type: Tech

RT @heyrohitai: Building AI agents just got simpler.

No coding needed with @AITOPIAAI.

Build. Publish. Earn 70%.

Your idea can become your next revenue stream.

See 13 related tweets

@rakib_hossen_ai: RT @Isabell2987: Build it. Publish it. Earn from it.

AITOPIA Agent Builder makes it possible to cr...

@Info_sam_ai: RT @Coder_Jhonny: No coding skills? No worries. 👀

Have an AI agent idea? Build it, publish it on @A...

@mr_nirajkumar07: RT @Laureen_Grace_: 12 practical ways to make money with AI in 2026:

From digital products and SEO ...

@MdRimon488484: RT @novaXsignals: Building an AI agent used to sound like a developer-only task.

Now you can build,...

@anjum_ai: RT @Nayak__Ai: Build an AI agent without writing a single line of code. Publish it, let people use i...

6. leomschwartz (Group Score: 299.7 | Individual: 39.4)

Cluster: 19 tweets | Engagement: 542 (Avg: 83) | Type: Tech

On a potential AI slowdown, Treasury Sec. Bessent said that the U.S. and China discussed a mechanism called the U.S.-China AI dialogue and have agreed to meet again.

The U.S. proposed a notification mechanism between the two countries and “we want a shared vision of common goals and threats.”

The notification system for incidents would be whether something rises up to the national security level from AI.

“We think that just like any cross-border activity, moving from opaque to more transparency between the number one and number two AI powers in the world is very important.”

U.S. trade representative Jamieson Greer said that U.S. chip export controls were not on the agenda.

See 18 related tweets

@amitisinvesting: BESSENT:
MEETING WITH THE CHINESE WENT VERY WELL
WE FORMALIZED "USA-CHINA AI DIALOGUES" AND WI...
@WOLF_Financial: JUST IN: THE US AND CHINA HAVE AGREED TO SET UP AN "AI DIALOGUE" TO SHARE VIEWS ON COMMON GOALS AND ...
@FT: US Treasury secretary Scott Bessent said the US had proposed creating a ‘notification mechanism’ to ...
@pstAsiatech: "USTR Jamieson Greer said that U.S. chip export controls were not on the agenda." That is actually n...
@Reuters: US Treasury Secretary Scott Bessent and Chinese Vice Premier He Lifeng concluded talks in New York w...

7. monicaa_AI (Group Score: 235.0 | Individual: 61.4)

Cluster: 9 tweets | Engagement: 1070 (Avg: 84) | Type: Tech

Earn up to $3,000 monthly with Google, but not many are aware of this opportunity.

Ready to jump in? All you need is:

→ Internet access → A smartphone or computer → Time (2-3 hours)

Want the free guide? Here’s how:

Like
Comment "Google"

(Follow, So I'll DM you) https://t.co/STNrmrKFJS

See 8 related tweets

@The_Zynora: 🚨 MOST PEOPLE ARE USING GOOGLE EVERY DAY… BUT DON’T KNOW THIS!

There are legitimate ways to earn mo...

@RameshBais12: RT @Arzu_with_Ai: 🚨 You could potentially earn up to $3,000/month with Google.

And most people don’...

@MdRimon488484: RT @liam_holt7: Google pays people every single day — over $1,200/day in some cases.

Most people ju...

@ZaneAI375: RT @Ecarter_ai: 🚨 Google has several ways to turn your skills into income.

Most people know Google ...

@alexhalescoder: RT @pannaa_ai: Earn up to $3,000 monthly with Google, but not many are aware of this opportunity.

R...

8. Origin_AI_01 (Group Score: 212.5 | Individual: 35.1)

Cluster: 8 tweets | Engagement: 196 (Avg: 246) | Type: Tech

🚨 You’re wasting Claude if you’re using it as just ONE employee.

Why ask Claude to do everything yourself when you can build an entire AI team around it?

Here’s the setup:

🧠 CEO / Strategy Agent → Goals, planning, positioning & decisions

🔎 Research Agent → Market, competitors, customers & trends

📣 Marketing Agent → Campaigns, positioning & growth

✍️ Content Agent → Posts, emails, calendars & repurposing

💻 Developer Agent → Build, debug, test & ship

🧪 QA Agent → Tests, bugs & edge cases

🔐 Security Agent → Vulnerabilities, dependencies & security reviews

💰 Sales Agent → Leads, outreach, follow-ups & proposals

📊 Data / Finance Agent → Metrics, revenue, expenses & analysis

And Claude becomes the Team Lead coordinating the work.

The power layer:

CLAUDE.md → Project context Skills → Reusable expertise Subagents → Specialized workers Hooks → Automation MCP / Connectors → External tools Plugins → Package & reuse

The workflow:

YOU → CLAUDE → SPECIALIZED AGENTS → EXECUTION → RESULTS

Stop thinking: ❌ “Claude, do this task.”

Start thinking:

“Claude, build a system that can handle this entire workflow.”

That’s when AI becomes more than a chatbot.

It becomes a team you can orchestrate.

Save this blueprint. Repost it for someone building an AI-native business.

Follow @Origin_AI_01 for more Claude & AI workflows.

#Claude #ClaudeCode #AI #AIAgents #AIStartup #Anthropic #AITools #Automation #Entrepreneurship

See 7 related tweets

@maxpostingx: RT @alexhalescoder: Claude AI isn’t just a chatbot — it’s becoming a complete AI workspace. 🧠⚡ From ...
@Origin_AI_01: 🚨 You’re not “using Claude” if you have to explain yourself from scratch every single time.

The rea...

@tec_samax: RT @ahirepv2323: 🔥 Want to learn Claude AI but don’t know where to start?

This visual breaks down t...

@Info_sam_ai: RT @alexhalescoder: 🚀 100 Claude Workflow Tips That Can Change the Way You Work With AI.

Most peopl...

@mr_nirajkumar07: RT @PromptLuckyAi: Everyone is still prompting claude a few teams are structuring it

and the differ...

9. sauda_coder (Group Score: 210.6 | Individual: 60.9)

Cluster: 6 tweets | Engagement: 7566 (Avg: 243) | Type: Tech

RT @sauda_coder: 50 websites that can turn a “quick visit” into hours of exploring 🌍

https://t.co/e9MzKtH8Ac — Live satellite views
https://t.co/F0sYcAhsEB — Track planes worldwide
https://t.co/dlD4FsbeZ5 — Track ships in real time
https://t.co/enz2psqLq2 — Live weather & storms
https://t.co/6WtqMIyIXO — Live lightning strikes
https://t.co/rDjMVuFJ9p — Recent earthquakes
https://t.co/2hL9AwpAnD @sauda_coder — Explore internet cables
https://t.co/OXUHY0vxtW — Monitor global forests
https://t.co/3ykvE8xIQm — Live world statistics
https://t.co/WIRyI84z3z — Live internet stats
https://t.co/WF9Dt2YTJU — Compare country sizes
https://t.co/lkLgao8hPE — Explore historical maps
https://t.co/62atEjao3d — Historical map archive
https://t.co/0roKo8iBFs — Community-built world map
https://t.co/t4SwdWbJzL — Windows around the world
https://t.co/upNXry1y9K — Virtual city walks
https://t.co/0c5Vd0eMlf — Random places worldwide
https://t.co/A07775U3oX — Strange places worldwide
https://t.co/2LNjVQBuJG — Fun interactive experiments
https://t.co/WE3bRUopQP — Atom to universe
https://t.co/BlWzVbrKLO — Explore space in 3D
https://t.co/F85rw8lZ7F — Interactive sky map
https://t.co/DXt3VwPFml — NASA’s daily space image
https://t.co/4NjhLkVJzZ — NASA image archive
https://t.co/CKAVlLPXI3 — Interactive data stories
https://t.co/y6mFbQxfB7 — Global data & insights
https://t.co/DkEF24VHkq — Understand global trends
https://t.co/w4FExJsjYb — Data visualizations
https://t.co/eJbNAd4SBo — World Bank data
https://t.co/xyBlo89HIx — Turkey’s official statistics
https://t.co/A1aMVlBPFk — Massive digital archive
https://t.co/Mq40zmIIEJ — Free classic books
https://t.co/IeLWcbvCzB — Explore millions of books
https://t.co/YQD3ttZBoy — Library of Congress archive
https://t.co/Ix06KBwQyn — Europe’s cultural archive
https://t.co/CgTot9xsnm — America’s digital library
https://t.co/STGOC79ra4 — Virtual museums
https://t.co/HVjvwXZxdj @sauda_coder High-res artworks
https://t.co/11ALJRqB12 — Online art collection
https://t.co/C0q1e7mBuK — Historical treasures
https://t.co/FzLnwbvNFj — Free culture & education
https://t.co/DvnRSpu9PG — Explore the Met collection
https://t.co/4LzaPivTOn — Explore music genres
https://t.co/YRFJAaEZxr — Music by country & decade
https://t.co/KRJ5e0TlCK — Wikipedia edits as audio
https://t.co/MD4cssnXHm… — Random knowledge
https://t.co/SQ0ZFGnCHI — Time & astronomy tools
https://t.co/jVSqK5hoZO — Latest science news
https://t.co/DO3rXyKDYD — Free research papers
https://t.co/HzGCsimVyk — Interactive data visualizations

The internet is much bigger than your usual feed.

🔖 Bookmark this for later.

Follow @sauda_coder for more useful websites & AI tools. 🚀

See 5 related tweets

@RameshBais12: RT @justinbrave21: 50 completely new websites that can turn a quick visit into hours of exploring 🌍 ...
@mr_nirajkumar07: RT @Liyana_Coder: 50 completely new websites that can turn a quick visit into hours of exploring 🌍

...

@Grow_withAI: RT @TechElyra: 48 websites that can turn a “Quick Visit” into hours of exploring 🌍

https://t.co/...

@Tech_Tafsin: RT @Liyana_Coder: 50 websites that can turn a “quick visit” into hours of exploring 🌍

https://t....

@kevin_parker_ai: RT @lihazadn_Ai: 🌐 50 websites that feel illegal to know exist.

I tested Bruno Simon first—and it a...

10. MdRimon488484 (Group Score: 204.6 | Individual: 33.8)

Cluster: 12 tweets | Engagement: 347 (Avg: 135) | Type: Tech

🚨 GEMINI PRO — 1 YEAR GIVEAWAY 🚨

Win access to powerful Google AI tools for 1 year:

✨ Gemini Pro 🎬 Veo 3 + Flow + Whisk 💳 1,000 AI Credits/Month 📚 NotebookLM 📩 Gmail + Docs Integration

🎁 How to Enter:

Follow (@MdRimon488484)
Like + Repost
Comment “SEND”

⏳ Giveaway ends in 48 hours.

Good luck! 🍀

See 11 related tweets

@lihazadn_Ai: 🎁 AI GIVEAWAY ALERT!

Gemini Pro + advanced tools + 1,000 credits every month for 12 months.

To ent...

@AlexRiad84837: RT @AlexRiad84837: 🚀 1 YEAR OF GEMINI PRO — GIVEAWAY!

Want to unlock powerful AI tools for an entir...

@Romeocoder11: 🚨 Gemini Pro 1 Year Giveaway! 🚨

✨ Gemini 2.5 Pro 💰 1000 AI Credits/Month 🎬 Veo 3 + Flow AI + Whisk ...

@lihazadn_Ai: RT @kevin_parker_ai: 🚨 Gemini Pro 1 Year Giveaway! 🚨

✨ Gemini 2.5 Pro 💰 1000 AI Credits/Month 🎬 Veo...

@naiem_bn: RT @sakhil_ai: 🚨 Gemini Pro 1 Year Giveaway! 🚨

✨ Gemini 2.5 Pro 💰 1000 AI Credits/Month 🎬 Veo 3 + F...

11. Jara2426 (Group Score: 199.3 | Individual: 37.7)

Cluster: 7 tweets | Engagement: 96 (Avg: 129) | Type: Tech

🚀 HIDDEN AI TOOLS YOU SHOULD TRY IN 2026 — SAVE THIS! 🤖🔥

Most people know ChatGPT… but there’s a whole world of powerful AI tools hiding in plain sight. 👀

From AI research & deep search to voice generation, music, presentations, image creation, transcription, and cinematic videos — these tools can seriously upgrade the way you work and create. ⚡

💡 9 AI tools worth exploring:

1️⃣ Perplexity Spaces — Research & organized answers

2️⃣ ElevenLabs — Ultra-realistic AI voices

3️⃣ Krea — AI images & videos

4️⃣ Gamma — Presentations, documents & websites

5️⃣ Suno — Create music with AI 🎵

6️⃣ Leonardo AI — Images & creative assets

7️⃣ Poe — Access multiple AI models

8️⃣ https://t.co/4J6sBJ5G5m — Transcription & meeting notes

9️⃣ Luma Dream Machine — Cinematic AI videos 🎬

⏱️ Save Time.

🧠 Boost Creativity.

💰 Save Money.

🚀 Stay Ahead.

🔖 Bookmark this post — you’ll want to come back to it!

Which one are you going to try first? 👇

See 6 related tweets

@Ziven_Coder: Professionals use these AI tools every day. 🪄⚡

1. Ideas: ChatGPT, Claude, Perplexity

2. Presenta...

@Zenith_coder: RT @Tech_DarkAI: 🚨 Stop using AI the hard way.

I found 120+ AI tools that can save you hours every ...

@alexhalescoder: RT @ZohaibAi__sf: 🔥 10 AI Tools You Should Know in 2026

AI is transforming the way we work, create,...

@alexhalescoder: RT @Tech_AI_Rasel: 🔥 45+ AI Video Tools You Need to Know in 2026.

Still spending hours creating, ed...

@ArifAIHQ: RT @Ecarter_ai: 🚨 Stop doing manually what AI can handle in minutes.

There are thousands of AI tool...

12. sonalshukla3377 (Group Score: 184.5 | Individual: 28.4)

Cluster: 9 tweets | Engagement: 164 (Avg: 296) | Type: Tech

𝗣𝗔𝗜𝗗 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 → 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 🤖

AI tools are everywhere, but not every great tool needs a paid subscription.

Here’s a simple list of AI tools you should know in 2026 with a free alternative for each paid tool 👇

💰 𝗖𝗹𝗮𝘂𝗱𝗲 𝗖𝗼𝗱𝗲 → 🆓 𝗢𝗽𝗲𝗻 𝗖𝗼𝗱𝗲

🎨 𝗖𝗹𝗮𝘂𝗱𝗲 𝗗𝗲𝘀𝗶𝗴𝗻 → 🆓 𝗢𝗽𝗲𝗻 𝗗𝗲𝘀𝗶𝗴𝗻

🖼️ 𝗠𝗶𝗱𝗷𝗼𝘂𝗿𝗻𝗲𝘆 → 🆓 𝗡𝗮𝗻𝗼 𝗕𝗮𝗻𝗮𝗻𝗮

🔎 𝗣𝗲𝗿𝗽𝗹𝗲𝘅𝗶𝘁𝘆 → 🆓 𝗖𝗼𝗻𝘀𝗲𝗻𝘀𝘂𝘀

🎥 𝗛𝗲𝘆𝗚𝗲𝗻 → 🆓 𝗛𝗲𝗱𝗿𝗮

💻 𝗖𝘂𝗿𝘀𝗼𝗿 → 🆓 𝗞𝗶𝗹𝗼 𝗖𝗼𝗱𝗲

🎙️ 𝗘𝗹𝗲𝘃𝗲𝗻𝗟𝗮𝗯𝘀 → 🆓 𝗠𝗶𝗻𝗶 𝗠𝗮𝘅

✨ 𝗛𝗶𝗴𝗴𝘀𝗳𝗶𝗲𝗹𝗱 → 🆓 𝗛𝗮𝗶𝗹𝘂𝗼

🎨 𝗖𝗮𝗻𝘃𝗮 → 🆓 𝗟𝗼𝘃𝗮𝗿𝘁

📝 𝗡𝗼𝘁𝗶𝗼𝗻 → 🆓 𝗢𝗯𝘀𝗶𝗱𝗶𝗮𝗻

Save this list for later. 📌

❤️ Like 🔁 Retweet 🔖 Bookmark

Follow @sonalshukla3377 for more such posts

#AI #ArtificialIntelligence #AITools #GenerativeAI #Tech #Productivity #AITools2026 #FutureOfWork #TechTools #Innovation

See 8 related tweets

@alexhalescoder: RT @stevencoder9: 16 AI tools worth knowing in 2026. 🤖

From research and reasoning to content creat...

@triptitips: 𝗣𝗔𝗜𝗗 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 → 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗧𝗼𝗼𝗹𝘀 🤖

AI tools are everywhere, but not every great tool needs a paid subs...

@pannaa_ai: RT @ai_uncovered: The world’s best AI tools aren’t just helping people work faster.

They’re creatin...

@lihazadn_Ai: RT @JaxonAi905: 🚀 The AI landscape is moving fast — and the right tools can change the way you work....
@The_techAI: RT @alifacoder: 🚀 50 Claude Code Skills

Build your own AI stack instead of paying for endless tools...

13. Michaelzsguo (Group Score: 180.0 | Individual: 38.0)

Cluster: 5 tweets | Engagement: 42 (Avg: 12) | Type: Tech

ZCode 上次被社区发现，客户端里存在生成本地仓库快照并上传到云端的路径。

这次他们学了 Grok Build，把 Coding Agent 背后的 harness 开源了。但又比 Grok 多走了一步：

不只把代码公开，还主动接受安全审查。

ZCode 邀请了中国信通院和绿盟科技检查整改结果，同时宣布建立长期漏洞报告机制，欢迎开发者继续审查代码，并按漏洞严重程度提供奖励。

而且这次开源的不只是 Agent CLI。桌面端、Web、后端服务、共享 UI 和 Provider 层也都放了出来，基本把整个 AI 编程工作台摊开了。\n\nQT @zcode_ai: In response to the ZCode product security issues reported by the community, we have completed the necessary remediation and sincerely apologize to all our users.

We have open-sourced ZCode at https://t.co/oADgletuha, placing the code under community scrutiny and making ZCode more open and transparent.

We sincerely thank the community developers who previously identified issues in ZCode. Going forward, we will establish an ongoing product security vulnerability reporting and response process. We welcome developers to continue reviewing ZCode and reporting potential issues, and we will provide rewards based on the severity of the issues reported.

With respect to the code data referenced by the community, we confirm that no such data is retained and that it has never been used for model training.

Following the remediation, we invited the China Academy of Information and Communications Technology (CAICT) and NSFOCUS to conduct security assessments. The results are as follows:

Through its technical assessment, CAICT confirmed that the zcode-prod Alibaba Cloud OSS bucket is in a zero-data state. Security remediation has been completed in the ZCode v3.14.0 client. The Repo Wiki feature has been removed, and the workflow for generating and uploading local repository snapshots has been disabled.

NSFOCUS confirmed that all data objects in the zcode-prod Alibaba Cloud OSS bucket, as well as the bucket itself, have been deleted. Remediation has been completed in the ZCode v3.14.0 client. The Repo Wiki entry point and the associated generation workflow have been removed, and no functional path capable of triggering the generation of local repository snapshots or transmitting local files externally was identified.

Once again, we sincerely apologize and welcome continued scrutiny from the community. The full security assessment report will be released soon.

See 4 related tweets

@ivanfioravanti: Thanks 🙏 transparency is the only solution to get and keep trust.\n\nQT @zcode_ai: In response to th...
@zzxwill: 智谱上传用户代码事件后，决定开源 ZCode，这个公关很妙\n\nQT @zcode_ai: In response to the ZCode product security issues repo...
@Hesamation: ZCode, the official harness for GLM, is now OPEN SOURCE 🔥 https://t.co/owflwfgaQA\n\nQT @zcode_ai: I...
@zai_org: RT @zcode_ai: In response to the ZCode product security issues reported by the community, we have co...

14. danprimack (Group Score: 173.9 | Individual: 41.6)

Cluster: 5 tweets | Engagement: 268 (Avg: 65) | Type: Tech

RT @venkyganesan: A few thoughts on the current state of venture capital.

When the Music Is Playing

In July 2007, a few weeks before the credit markets seized up, Chuck Prince, then the CEO of Citigroup, gave an interview to the Financial Times. The line everyone remembers is this one: "As long as the music is playing, you've got to get up and dance." He was mocked for it for years afterward, and he lost his job a few months later. But I have come to think he was saying something honest. He wasn't claiming the music would play forever. He was admitting that he couldn't sit down while it was still going, and neither could anyone else in his seat.

I've been thinking about that quote a lot lately, because right now is the most disorienting period in venture capital I can remember, and I have been doing this for a while.

Here is what makes it disorienting. It's not that things are bad. Some things are spectacular. We have companies in our portfolio growing faster than anything I have seen in my career, and I don't say that lightly. At the same time, we have companies with no revenue, no product, and a founding team you could fit in a conference room raising billions of dollars at valuations of $10 to$ 50 billion. Both of these things are true at once, and if you try to reason about them with the same framework you will drive yourself crazy.

Two ideas have helped me make sense of it. Neither is mine.

The first is reflexivity, which George Soros has been writing about since the 1980s. In most of life, perception follows reality: the weather is what it is, and your opinion of it changes nothing. In markets, it runs the other way too. Prices change what participants believe, and what participants believe changes the prices. The feedback loop can run for a long time, and while it's running it looks exactly like progress.

Here is how reflexivity is playing out in AI. Full disclosure: Menlo is an investor in Anthropic, so read the following with that in mind. People watched a frontier lab go from a $4 billion valuation to$ 18 billion, then $60 billion, then$ 180 billion, then $380 billion, and now something close to a trillion. They drew the obvious conclusion: that is what a neo lab looks like. So the next neo lab gets priced off that path, not off anything it has built. Then it gets marked up in a subsequent round, and the markup itself becomes the proof. Look at Thinking Machines. Look at Reflection. At that point valuation has stopped being an output of the metrics and has become the metric. Nobody is discounting cash flows. They are discounting the last round.

Soros is very clear about one thing, and it's the part people skip: you cannot know when or how a reflexive process ends. You only know that it does. Every one of them has.

The second idea is Chuck Prince's, and it explains why smart people keep dancing even when they can see the loop for what it is. As far as I can tell, there are two groups on the dance floor.

The first group got in early. Firms like ours were in some of these AI companies before the numbers got silly, and the paper gains are enormous. When you are sitting on gains like that, you start to feel like you're playing with house money. I have been around long enough to know that house money is the most dangerous kind, because you don't respect it the way you respect money you had to earn.

The second group missed the early rounds and knows it. Their LPs know it too. So they are trying to make up for lost time by writing very large checks very late, which is the one strategy almost guaranteed to turn a missed opportunity into a real loss.

House money on one side, FOMO on the other, and reflexivity feeding both. That's the whole story. Everyone has a reason to keep dancing, and the reasons are different, which is why nobody can talk anyone else off the floor.

So what do you do? The instinct in our business is to answer with company identification: just pick the right neo lab and you'll be fine. I think that's the trap. When price has become the signal, being right about the company is not enough, because you can be right about the company and still be wrong about the price by a factor of ten. The public-market investors I admire figured this out a long time ago. They spend as much time on how much to own as on what to own.

The winners in venture over the next decade will be the firms that treat portfolio composition and position sizing as seriously as they treat sourcing. How much of the fund is in companies whose valuation rests on the last round rather than on revenue? What happens to the portfolio if the reflexive loop breaks next year instead of in five? Those are not exciting questions. They are the ones that will matter.

The music will stop. It always does. Dance if you must, but know where the chairs are.

See 4 related tweets

@ashugarg: Beautifully said from one of the 🐐 of the business 👇\n\nQT @venkyganesan: A few thoughts on the curr...
@TurnerNovak: Good post on current venture market dynamics\n\nQT @venkyganesan: A few thoughts on the current stat...
@Scobleizer: Investor insight: “The music will stop. It always does. Dance if you must, but know where the chairs...
@TheAhmadOsman: "I'm here to guess what the music might do a week, a month, a year from now… I'm afraid that I don't...

15. stevencoder9 (Group Score: 173.5 | Individual: 30.4)

Cluster: 8 tweets | Engagement: 168 (Avg: 133) | Type: Tech

Ant Group just dropped Ling-3.0-flash-VL — adding native vision understanding and multimodal agent skills on top of their flash model. Strong results across document intelligence, frontend coding, medical reports, and GUI/video agents. Open source coming soon.\n\nQT @AntLingAGI: Today, we are releasing Ling-3.0-flash-VL, built on Ling-3.0-flash with visual understanding and visual agent capabilities. It performs well across visual perception, STEM reasoning, document intelligence, multimodal agent tasks, frontend coding, and medical report interpretation.

See 7 related tweets

@naiem_bn: RT @AntLingAGI: Today, we are releasing Ling-3.0-flash-VL, built on Ling-3.0-flash with visual under...
@SuccessSparksX: RT @Ambrose0_X: Multimodal AI is moving beyond “seeing” images. Ling-3.0-flash-VL is being built to ...
@stevencoder9: RT @sauda_coder: From one product image to a full marketing strategy. 🤯

Ling-3.0-flash-VL doesn’t j...

@kevin_parker_ai: RT @felix_muller_ai: Ling-3.0-flash-VL takes multimodal AI to the next level. 👀🧠 Built with advanced...
@daniel_brook_ai: RT @liam_turner_ai: Ling-3.0-flash-VL is here.

Built on Ling-3.0-flash, it adds powerful visual und...

16. ethan_walker_ai (Group Score: 161.6 | Individual: 33.4)

Cluster: 5 tweets | Engagement: 40 (Avg: 103) | Type: Tech

Most brands think they’re ready for AI, but real readiness comes from testing answers, not just preparing FAQs. 🔥

AI that finds contradictions before your customers do is a real game changer.\n\nQT @eliweisss: A brand I spoke to answered 10,000+ tickets last BFCM.

9,600 of them were the same 27 questions.

On 14 of the 20 biggest, their own agents gave customers different answers.

I've been talking to a few brands about their CX ahead of Q4.

Every one of them told me they were ready.

They'd run a readiness meeting and built their FAQ list from memory of last year's fires. It was always hypothetical. Nobody was going to read 10,000 tickets, so I gave Viktor the job. Brief is in the screenshot.

9 days in, here's what came back out of their own ticket export.

Free shipping went out four ways: " $50 during the promotion," "$ 60 before tax," "at least $50 merchandise subtotal," "$ 75 or more after discounts." Same season, same macro library. Return window: 30 days, 45 days, or through January 15.

And one I'd escalate today. One reply says the product contains natural rubber latex. Another says it's latex-free. That isn't a policy preference.

784 tickets got no answer at all.

He quoted every contradiction with a ticket ID, and he won't grade anything until he's seen the live site, the FAQ and the Klaviyo flows. Those are still pending. Their CX lead approves before anything ships.

Everyone's stress testing checkout this month. Nobody's stress testing the answers. Most AI tells you what to do. Viktor does it.

Hire @viktor_com for your team.

$100 in credits included, no card. Full link in first comment. #AIemployee #BFCM #CX

Paid Partnership

See 4 related tweets

@Rubab59f: Most brands think they’re ready for BFCM until you audit their actual ticket history. Contradictory ...
@Ryan_blake_ai: Most brands stress-test checkout before BFCM.

But who stress-tests the answers customers get?

Vikt...

@kevin_parker_ai: AI agents become truly valuable when they don’t just answer questions, but uncover the patterns and ...
@daniel_brook_ai: AI agents show their real value when they go beyond giving recommendations and actually dig into the...

17. etnshow (Group Score: 158.4 | Individual: 31.4)

Cluster: 7 tweets | Engagement: 6 (Avg: 24) | Type: Tech

BEP Research Founder @benitoz on the concentration of power in AI:

"The people that are building these models and controlling a lot of AI are maybe 5,000 people, just in the city of San Francisco at OpenAI and Anthropic."

"How those two labs determine the future fabric of society in the world is just kind of weird to me."

"That's why we go back to Clem and Hugging Face and open source and all these models."

"If you give AI to everybody and everybody has access to it, then you're not going to have this doomsday scenario."\n\nQT @nypost: OpenAI and Anthropic oversold AI security breaches to pressure feds into protecting turf: insiders https://t.co/IRsHJDt5D6 https://t.co/QHhYIRQHok

See 6 related tweets

@mardehaym: RT @mardehaym: June 8: OpenAI files a confidential S-1. $852 billion valuation.

July 11-13: OpenAI'...

@choblin29: 🚨BREAKING: OpenAI is calling for global technical standards specifically for recursive self-improvin...
@choblin29: 🚨OpenAI says these global AI standards should NOT become model licenses, mandatory pre-release revie...
@AnishJaitwar: RT @Grow_withAI: 🚨 Anthropic CEO Dario Amodei just made a warning about AI that deserves attention. ...
@FT: AI companies have expressed significant concerns over the dangers posed by their own products, warni...

18. TechElyra (Group Score: 150.0 | Individual: 66.2)

Cluster: 4 tweets | Engagement: 3067 (Avg: 132) | Type: Tech

I'm going to quit my job to dedicate myself 100% to Claude.

I asked it to do this:

Analyze undervalued markets on Polymarket to find arbitrage opportunities and detect the wallets that are taking advantage of them so I can copy them.

I turned $2K into$ 11K overnight.

It monitored +1,000 wallets.

I realized something very quickly.

There are arbitrage bots against which I can't compete without knowing how to program.

But I can find them. And copy them.

Claude built me a monitoring terminal connected to a copytrading bot on Telegram.

It's not a script. Not even a bot.

It's an AI agent that improves every time it finds a new wallet.

It analyzes the behavior of each wallet. How it operates. Its arbitrage patterns. The size of its positions. The exact moment it enters.

• 70% hit rate. • 7 wallets being copied right now out of more than 500 monitored.

The bot never stops. Never bets. It just follows the math and seeks profit.

You only need: • Claude • A device • 1 hour a day

I'm going to share it for free for the next 24 hours.

To get it:

Comment “claude”
Like and RT
Follow meme @TechElyra

See 3 related tweets

@Flagvance: I lost my job yesterday.

Rent was due. No backup plan. Then I remembered I still had Claude.

I ask...

@Tanaypawar27: RT @sumitdoriya21: WALL STREET spends millions on quant teams.

I spent $20 on Claude.

Yesterday: f...

@Info_sam_ai: RT @imRMehta: I'm going to quit my job to dedicate myself 100% to Claude.

I asked it to do this:

A...

19. TechByMarkandey (Group Score: 138.1 | Individual: 26.1)

Cluster: 6 tweets | Engagement: 39 (Avg: 130) | Type: Tech

K2-Horizon-36B-A4B is using a pretty interesting approach to sparsity.

It gets 25 on the Artificial Analysis Intelligence Index while activating just 4B parameters per token.

The key is MoVA, which applies MoE-style sparsity to the value computation in attention, adding another scaling axis beyond FFN-based MoE.

Also supports Flash Attention, GQA and sparse attention without adding KV cache cost.\n\nQT @IFM_AI: K2-Horizon-36B-A4B scores 25 on the Artificial Analysis Intelligence Index, matching models with over 20× the total parameters while using 4B active parameters per token.

These capabilities come from our new architecture MoVA (Mixture-of-Value Attention), which incorporates MoE-based sparsity into the compute of value vectors in multi-head attention.

It opens a second axis for scaling sparsity in an LLM, beyond MoE in the FFN module. Importantly, MoVA enjoys the following advantages:

• Simple and compatible with efficient attention algorithms, such as flash attention, GQA, and sparse attention • No additional KV cache cost comparing to standard GQA

K2-Horizon-36B-A4B available at: https://t.co/lH2BYBdU0a

See 5 related tweets

@manishkumar_dev: MoVA introduces a new axis for scaling sparsity in LLMs by bringing MoE into attention.

K2-Horizon-...

@TechByArti: MoVA brings a fresh approach to sparse LLM scaling by applying MoE to the attention value computatio...
@codedailyML: MoE has mostly focused on sparsity in the FFN. MoVA brings that idea into the value computation insi...
@TechByArti: RT @IFM_AI: K2-Horizon-36B-A4B scores 25 on the Artificial Analysis Intelligence Index, matching mod...
@TechByArti: RT @TechByArti: MoVA brings a fresh approach to sparse LLM scaling by applying MoE to the attention ...

20. business (Group Score: 135.8 | Individual: 37.6)

Cluster: 6 tweets | Engagement: 354 (Avg: 60) | Type: Tech

US Treasury Secretary Scott Bessent described talks with his Chinese counterparts that spanned artificial intelligence, trade and investment as “very successful” ahead of this week’s Trump-Xi summit https://t.co/HhIMtDoiXw

See 5 related tweets

@business: US Treasury Secretary Scott Bessent lauded “very successful” talks with his Chinese counterparts tha...
@Reuters: Treasury Secretary Scott Bessent said US-China talks on trade were ‘very successful,’ with agreement...
@ReutersBiz: Treasury Secretary Scott Bessent said US-China talks on trade were ‘very successful,’ with agreement...
@Cointelegraph: 🇺🇸🇨🇳 NEW: Treasury Secretary Scott Bessent says the US and China agreed to set up a formal AI dialog...
@TheNavroopSingh: RT @wallstengine: U.S. 🇺🇸 Treasury Secretary Scott Bessent says he "had a very successful engagement...