We’ve been impressed with GLM-5.2 and so are introducing a $9.99/month subscription to give you 2-5x discounted access to it and other open weight models like DeepSeek, Kimi, MiniMax, Mimo, Qwen.
Use it on Cline CLI & IDE with $1.99 special promo if sign up via: npm i -g cline
During a World Cup football match, a QR code appeared on the stadium screen.
After fans scanned it, thousands of phone flashlights inside the stadium were synchronized to form a coordinated light display across the stands. 🤯
Google Brain founder, Andrew Ng:
"100% of my tasks are done by ai agents, self-improving loops are next.
Give it 3-6 months and prompting is gone."
31 minutes of clear explanation on building self-improving agents from scratch.
Worth more than any $500 agentic course.
Watch it, then read the full guide on loops below.
Satya Nadella wrote about it. Google's Addy Osmani open sourced 23 skills around it. Anthropic is building infrastructure for it.
All in the last two weeks. Everyone is talking about loops in AI.
But nobody explained it simply. So I wrote the full breakdown.
Here is the short version:
→ Most people use AI one prompt at a time. You steer everything. That is the slow way.
→ A loop is when you build a small system that steers the AI for you. You give it a goal. It works, checks itself, fixes mistakes, and keeps going until done.
→ Anthropic tested it internally. AI in a self-correction loop improved results 6x compared to single prompts.
→ One founder built a loop that wakes up every 5 minutes, fixes issues across his repos, and merges code. He wakes up and most work already shipped.
AI went from something you talk to, to something you deploy.
Full breakdown with the 6 components of every loop and how to build your first one 👇
Understand Anything
Turns any codebase into an interactive knowledge graph. Instead of asking,
Claude to "explain this repo," it maps the whole thing visually: dependencies, modules, relationships.
The fastest way to onboard onto a codebase you've never seen before.
🔗 https://t.co/WlhUrGvaRn
Introducing Sakana Fugu: A full multi-agent orchestration system accessible via a single model API.
Our ‘Fugu Ultra’ model matches the performance of Fable and Mythos, delivering frontier capability without the risk of export controls.
Try it: https://t.co/hhO6qTawgb 🐡
Every window seat on a long flight equals two chest x-rays.
Airlines know but none tells you.
Here's The Scientific Reason Behind This And The 3 Simple Steps To Avoid The Exposure:
- THREAD 🧵
Man. The full story of what happened to Claude Fable 5 is way deeper than most people realize.
The model was live for 72 hours. In those 72 hours:
→ Stripe migrated a 50 million line codebase in one day
→ Someone built Minecraft from scratch 45K lines of Swift in a single run
→ It beat Pokémon FireRed using only raw screenshots
→ It reverse-engineered Dolby Atmos in Rust over 2 days
Then Amazon Anthropic's own $4 billion investor and cloud host found a jailbreak. CEO Andy Jassy personally took it to the US Treasury Secretary.
The government asked Anthropic to fix it or pull the model. Anthropic refused. The government issued an export control directive.
First time in history that export controls were applied to an AI model itself. Not chips. Not hardware. The model.
Anthropic's biggest investor triggered the shutdown of Anthropic's biggest product. That's the part nobody can wrap their head around.
Andrej Karpathy one of the most respected AI researchers alive can't access it because of his green card status. Locked out not because of his work but because of where he was born.
The two-tier AI world isn't coming. It arrived. Regular users get the safe version. Governments and vetted corporations get the full thing.
The US government just ordered Anthropic to shut down Claude Fable 5. The most powerful AI model available to the public was live for 3 days.
Anthropic disabled it globally for all users.
The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, whether inside or outside the United States, including foreign national Anthropic employees.
The net effect of this order is that we must abruptly disable Fable 5 and Mythos 5 for all our customers to ensure compliance.
Access to all other Claude models is not affected.
We apologize for this disruption to our customers. We believe this is a misunderstanding and are working to restore access as soon as possible.
Read our full statement: https://t.co/bwn0sximKZ
Everything you need to master Claude Code is free, and sitting on the internet right now. 😨
Most people will never find these. So I pulled together the 5 that actually matter:
𝟏. 𝐂𝐋𝐀𝐔𝐃𝐄.𝐦𝐝
The one file that gives Claude memory. Drop it in your project root and it reads it at the start of every session. No more re-explaining your stack, your decisions, or your preferences every single time.
🔗 https://t.co/mEWPJgAWen
𝟐. 𝐒𝐤𝐢𝐥𝐥𝐬
Teach Claude a reusable workflow once, and it repeats it forever. You build it one time, Claude runs it on demand.
🔗 https://t.co/pPmPoDBEHh
𝟑. 𝐌𝐂𝐏
Connect Claude to Slack, GitHub, and Google Drive in one setup. This is the piece that turns Claude from a chatbot into a tool that actually works inside your stack.
🔗 https://t.co/CSmAlqqPcT
𝟒. 𝐑𝐨𝐮𝐭𝐢𝐧𝐞𝐬
Automate tasks to run 24/7 without you touching anything. Hand Claude a recurring job, it runs on schedule, and you wake up to finished work.
🔗 https://t.co/Bmv0QM7A64
𝟓. 𝐂𝐥𝐚𝐮𝐝𝐞 𝐂𝐨𝐝𝐞 𝐔𝐥𝐭𝐢𝐦𝐚𝐭𝐞 𝐆𝐮𝐢𝐝𝐞
The best community-built resource for everything else, hooks, plugins, advanced workflows, all in one repo.
🔗 https://t.co/9mlV47YY7j
All 5 are free. All 5 are live right now.
The people who learn this stack today will look back in 18 months at everyone who didn't the way founders look at people who refused to use the internet in 2001.
Save this post. You'll come back to it.
Half the meeting-transcription industry just got open-sourced overnight.
Microsoft just made meeting transcription free.
It's called VibeVoice-ASR. Drop in an hour of audio and it hands back a clean transcript that already knows who said what, and when, all in one step.
The old way took three tools duct-taped together. This is one model. 50+ languages. Fully open, free on Hugging Face.
The thing Otter and Fireflies charge you every month for? You can now run it yourself for $0.
This is the 2026 pattern: a paid product turned free overnight.
Repo: https://t.co/850pCWXNbd
This is actually wild.
Someone just fit 31GB of AI memory into 4GB, running on a MacBook. No server, no cloud bill.
It's called TurboVec. Google Research published the algorithm
(TurboQuant, ICLR 2026), the kind of paper that usually sits untouched for years.
Then one independent dev, Ryan Codrai, just built it. Wrapped the math in Rust and shipped it open source.
Now 10 million embeddings that needed a 31GB server fit in 4GB on a laptop, and search faster than FAISS.
16x less memory. Zero training step. 100% local. MIT licensed.
The gap between "Google publishes a frontier algorithm" and "one person ships it as a tool you can install today" used to be years. It just became months.
You're not waiting on big labs to productize research anymore. You're running it yourself.
The people building on research like this the week it drops are going to look at the rest of us in 18 months the way founders look at people who refused to use the internet in 2001.
Repo: https://t.co/2YFGJdh1jT
The person who built Claude Code just taught prompting in 28 minutes, free.
What he covers in the first 10 minutes beats $300 courses. Works for developers and beginners alike.
A Member of Technical Staff at Anthropic just dropped a 30-minute masterclass on vibe-coding.
It teaches you more than 100 YouTube guides combined.
Save it. Set aside 15 minutes this weekend. It will change the way you use Claude forever.
Concluding a very productive visit to Italy. My discussions with Prime Minister Giorgia Meloni covered a wide range of sectors. A key outcome of the visit was our decision to elevate India-Italy ties to a Special Strategic Partnership, which will add new momentum to our cooperation in the years to come.
I thank Prime Minister Meloni, the Government of Italy and the wonderful people of Italy for their friendship.
@GiorgiaMeloni