Training on issue-solving only does NOT guarantee transfer to other tasks. 🎨Introducing Hybrid-Gym - synthetic training tasks for generalization (https://t.co/IrqQszPEYm) +25.4% on SWE-Bench / +7.9% on SWT-Bench / +5.1% on Commit-0 with NO issue-solving / test-gen/... training https://t.co/U9xc0yNYv4

Introducing Slingshots // TWO: Research that ships. 14 projects, six institutions – let’s meet the batch 🧵 https://t.co/g3LTeewbqC

@ElToroDotCom just launched Keeping Up with the Joneses Social Index Score It’s a proprietary score + dataset that’s 4× more predictive of a new-car purchase than traditional demo or intent data. Learn more 👉 https://t.co/BOtJcoszIX Interested? Let’s talk at #NADA2026

#NewProfilePic https://t.co/Iw58K7i1Gv

@ElToroDotCom just launched Keeping Up with the Joneses Social Index Score It’s a proprietary score + dataset that’s 4× more predictive of a new-car purchase than traditional demo or intent data. Learn more 👉 https://t.co/BOtJcoszIX Interested? Let’s talk at #NADA2026

NFL Player @horribleharry99 dropping “truculent” like he’s been secretly studying for the SATs between reps (in all fairness he went to @Stanford). Jets locker room went from “cancerous” to “aggressively self-assertive and belligerent” real quick. Who knew a DT could flex vocabulary harder than he flexes on the line? 📚💪 #TruculentTuesday #NFL (That word just elevated the whole quote from spicy to straight-up scholarly. Respect.) 🚀 Source: https://t.co/nNe6g2UnrI

Coming soon to Las Vegas casinos: an ATM that melts down your gold jewelry at 2200°F, verifies the purity and weight, and then transfers the value (minus fees) to your bank account. This will devastate the local pawn shop industry. https://t.co/C9oAfivLBH

Google fears massive attempt to clone Gemini AI through model extraction https://t.co/fNjhEJ4Cdp

🚀🤝 Thinking about co-selling & co-marketing with AWS Marketplace? You’re in the right place. Deep dive into deals, listings & deployment with our step-by-step guide to launching on AWS Marketplace. Start with part one. 👉 https://t.co/eKFbA4iFhN https://t.co/ob0Qaspd72

🚨☁️ Data security startup @cyera_io offers full-stack data protection, fast. We spoke to Bob West at AWS re:Invent about how Cyera works with AWS & the changing landscape of AI. Join the AWS Activate network of 350,000 startups to fuel your growth. https://t.co/cBuL81aRGW https://t.co/a4kw4L68N9

👋 Startup stories from APJ: Meet the founders! 🌏 With their ideas & our support, these businesses are experimenting, improving & creating solutions to global challenges. Want to accelerate your startup journey? Discover dedicated support from AWS Activate: 👉 https://t.co/JKgZrZSul6

Which one is harder: Coming up with a world-changing idea in 48 hours, or actually building it in 1? On Episode 001, we found a certified Golden Jacket (Jordan Jones) and asked him to build it in 1 hour with @kirodotdev. https://t.co/2qK9DEyC9A

AWS & @Techstars Impact Bootcamps 2026: Tokyo & Berlin 2026 🚀 Applications for both events are now open. Meet fellow founders, network with investors & discover tools to scale your startup. Find out more & apply today: https://t.co/DRJRDCSLXQ https://t.co/CZn459NsgS

🦾 @nota_ai is “making the AI era possible” with AWS. Using AWS Trainium & AWS Inferentia, it’s helping customers to run complex workloads more efficiently & cost-effectively. 🎞 Discover the startup’s story: https://t.co/TMRevFZISk https://t.co/c9lgT1wR6h

🏡💡Indian startup @MyGate_com solves 10,000 customer queries a day with the help of Amazon Bedrock. We found out how the gated community management platform uses AI to level up customer experience. Join AWS Activate to supercharge your startup’s growth. https://t.co/B1rp2AjxIx https://t.co/6OfCxYqjEm

Bootstrapping or VC? Find the best funding path for your startup. Learn how your goals, stage of growth, and appetite for risk can shape smarter decisions. AWS is here to support your journey. https://t.co/wUsx6p3rjQ

These APJ Innovators are solving global challenges & building their businesses. From scaling more reliably to launching tools more quickly: AWS & AI solutions are a ‘game changer’ for growth. https://t.co/If22jQaI3g

AWS is proud to partner with @joinstationf for the launch of F/ai! The new program is set to ignite AI innovation in Europe, uniting tech leaders & visionary founders to accelerate global growth. https://t.co/Mu1aUEzvyS

AbleCredit is transforming lending with a mobile-first, AI-driven approach. Discover how running “everything” on AWS helped the startup build & scale a platform that’s modernizing lending processes & helping banks expand operations across India. https://t.co/GGJVXJrazv

Emergent is now at $100M ARR (run rate) We got here in 8 months, making @emergentlabs one of the fastest-ever to do it! That's not all. Today, we're unlocking the next billion builders who will build on the go. 📱 https://t.co/Vknrr022CQ

Catherine O’Hara, the beloved actor known for her roles in ‘Home Alone,’ ‘Schitt’s Creek,’ and most recently, ‘The Studio,’ has died at the age of 71. https://t.co/1C00VVlLNS

“Every writer, sooner or later, must face the fact that our characters are taken directly from our own lives, so there will be friends, relatives, and acquaintances who are going to feel like they’ve been pushed under the bus.” —Vivian Gornick, interviewed by Chandler Fritz https://t.co/pQTINycvXu

@FPL_Bronx @managerBotten I think I’m sticking with Triple captain. Any thoughts? https://t.co/qt76vvjWst

What if you could extend your @aisdk custom agents with Skills? You can now! We added native Skills support to `bash-tool`, so you can add capabilities in a context-preserving manner. The intuition why using skills in custom agent makes sense is the same as to why using bash is so helpful: You get to benefit from the pre- and post-training that the models have gone through to be good at coding and let that apply to any other domain https://t.co/eKmAghwZC1

I built two new tools to help coding agents demonstrate their work beyond just running automated tests: Showboat and Rodney https://t.co/HdSSwffOfG

Four types of people at every company now yes, people get 10x better when the go from bottom right to top right but also, people get 10x worse when they go from bottom left to top left https://t.co/fNj4ocv1sc

I built https://t.co/4rAUTXjAhc to help me stay-up-date with new AI stuff. It's tracking 14K open source repos so far, with contributions from over 145K developers. Every day, it: - searches for new AI repos (based on 123 keywords and topics) - surfaces repos that are gaining traction, and - categorizes each repo The annotations are done by AI so they are not super accurate, but they've helped me find some useful stuff. It also lets me see where the contributors are, so when I travel, I can find folks doing cool stuff in a new city or country.

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Comparing the AI open source ecosystem in the US, China, Europe, and the rest of Asia over time https://t.co/XFUgGoYKlY

thanks @gracepace_ for a great party! also snapped a great throwback to brev @NaderLikeLadder https://t.co/oGUiof6qES

When we first launched launchables (1 click GPU deployments) We filled NVIDIAs fridges with lunchables that had these stickers on them https://t.co/zqDymTnLKY

CLIs are super exciting precisely because they are a "legacy" technology, which means AI agents can natively and easily use them, combine them, interact with them via the entire terminal toolkit. E.g ask your Claude/Codex agent to install this new Polymarket CLI and ask for any arbitrary dashboards or interfaces or logic. The agents will build it for you. Install the Github CLI too and you can ask them to navigate the repo, see issues, PRs, discussions, even the code itself. Example: Claude built this terminal dashboard in ~3 minutes, of the highest volume polymarkets and the 24hr change. Or you can make it a web app or whatever you want. Even more powerful when you use it as a module of bigger pipelines. If you have any kind of product or service think: can agents access and use them? - are your legacy docs (for humans) at least exportable in markdown? - have you written Skills for your product? - can your product/service be usable via CLI? Or MCP? - ... It's 2026. Build. For. Agents.

We rebuilt Next.js in a week. No, really. The team ported the framework to run natively on Workers to prove what’s possible with edge-first architecture. Dive into the technical hurdles we solved to eliminate Node.js dependencies. https://t.co/GqYBiZ5Qum