You already gave the LLM the answer. So why is it writing it out from scratch?
Introducing a new AI model architecture: Constrained Decoding Models (CDMs)
LLMs were built to write. Most production workloads just need an answer: fast, consistent, and affordable.
CDMs are https://t.co/QfATwcewaV
New on our Engineering blog: Creating in-house source control.
In May, we merged around 2,500 code changes per day. In September, we merged more than 30,000 per day. As a result, we became bottlenecked by developer infrastructure built for human (rather than agent) scale.
Here, we share how we built a new version control system—and fully migrated our monorepo from git—in five months: https://t.co/wzNkwHs7IN
Gemini 4 Argon is now available in Cursor!
It scores 52.8% on CursorBench at default effort, on par with Opus 5.5.
Priced at $2/M input and $10/M output tokens. https://t.co/1wOk4NvgFJ
Gemini 4 Argon is now globally available.
Built to solve your hardest problems from start to finish, the model brings frontier capabilities across coding, enterprise workflows, and cyber defense. https://t.co/N8tOQjwk0x
Origin, Cursor’s code hosting platform, now supports over 20 integrations.
Connect your repos to tools for CI, deployments, code review, security, monitoring, and project management. https://t.co/Xq8LpS6Fa7
Gemini 4 Argon taught a robot to play cornhole just by watching a video.
It mapped the physics, coded its own simulation, and taught @Apptronik's Apollo humanoid to sink 7 throws in a row. https://t.co/JIyoKnVc4q
Look up! Mistral models are in orbit 🌍.
Proud to join @orbitworksspace and @LoftOrbital's first-of-its-kind AI satellite constellation with @NVIDIAAIInfra.
Gemini 4 Argon is now available in Devin Desktop and CLI.
On FrontierCode 1.1, Gemini 4 Argon scores 60.5%, making it the highest performing Gemini model on the leaderboard.
Through October 27th it is available at 75% off for Devin users. https://t.co/rBP2Jtpkh1
🆕 How to Kill Your SaaS
https://t.co/A0F60h1DcQ
A lot of people talk about the death of SaaS but mostly in theoretical terms. We took a real $43,000/year SaaS we use and launched a global hackathon to clone it in a weekend, with both AI and REAL HUMAN evals, using any models any harness.
72 submissions, a lot of manual evals and ~100B tokens later, here are the results
In this special @latentspacepod edition we share the data collected, what's still hard about killing nontrivial, midtier SaaS, and reveal the winners of the $10,000 Kill My SaaS contest with qualitative interviews!
Gemini 4️⃣ Argon ✨ is now rolling out globally.
Our frontier model is built for complex, real-world tasks across coding, finance, legal, cybersecurity, and science.
Check out how you can use Argon in your favorite Google product 🧵 https://t.co/PtoPqbtPel
We’ve been exploring the potential of using Gemini 4 Argon to accelerate research @Google. One of our tests was using videos of humans performing fun tasks (game of bags, anyone?) to autonomously spin up training simulations, rather than relying entirely on manual programming.
Hear from our research team and see the results in action as our humanoid robot studies the videos, runs the simulations, and masters the game of cornhole.
🚀 @GoogleAI's Gemini 4 Argon is now generally available in GitHub Copilot.
What we learned from early testing ⬇️
• It solved more tasks than previous Gemini models on every coding benchmark, with its largest gains in Copilot CLI.
• It checks its work thoroughly, testing edge cases before it finishes.
Use Gemini 4 Argon for complex coding, agentic, and reasoning tasks. Find it in the GitHub Copilot app, CLI, and @code.
https://t.co/ArPCQ3HkCB
🚀 Gemini 4 Argon is now generally available in @code with GitHub Copilot.
Built for complex coding, agentic workflows, and reasoning, it outperformed previous Gemini models across coding benchmarks in early testing and thoroughly tests edge cases before finishing.
Try it today! ⚡️
https://t.co/2bnwKfjaxn
I used to be a FICC trader so this announcement is absolutely freaking surreal — its not every year that we get to launch a NEW ASSET CLASS at @aidotengineer but this is finally public!
ANNOUNCING THE COMPUTE TRADING MICROTRACK of AIE NYC
- @evanjconrad: CEO SFCompute
- Oliver Kennon: @dylan522p's Compute Trading star
- @affaan + @absurdistphil: Jump's new heads of Compute Trading
- @carmenli: CEO Compute Exchange + Silicon Data
we're completely sold out so there's basically no reason to tell u about this apart from TUNE IN TO THE LIVESTREAM!!! https://t.co/HNbp0vyNTx
live from new york!
At fast moving tech companies, static screens and mock ups aren't good enough anymore. When you build in Rive, you're already building something shippable to iOS, Android, Web, Unity and more.
More and more Fortune 500 teams are adopting Rive, so there's never been a better time to learn 🚀
Participated in a hackathon for the first time in 3 years!
Unfortunately did not even get to present on stage, I guess it was too cheesy 😆 https://t.co/kjk5BjKec6
Here’s how you can try it:
🔵 Everyday users: In the @GeminiApp and AI Mode in Search for Google AI Pro and Ultra subscribers.
🔵 Developers: Gemini API paid tier, plus @Antigravity and @GoogleAIStudio for Google AI Ultra subscribers.
🔵 Scientists: Apply for the top usage tier in @Antigravity free of charge.
🔵 Enterprises: Gemini for business and in Antigravity.
Find out more → https://t.co/6nH9sCdObL
A practical guide to getting started with Claude Code, from setting up your environment to building and testing your first AI-powered application. https://t.co/GbGwX7YKzd
💚 Site of the Day - 3D DISCOVERY
Guignand Thibault & Clément Montamat
⚙️ ScrollTrigger, DrawSVG, SplitText, ScrambleText
🛠️ Reduced Motion, SVG, React, WebGL, Next.js, OGL, Sanity, Lenis
site → https://t.co/Kn20QMMKoq
showcase → https://t.co/zGjV9MxQ0f https://t.co/TwMEk2qgmU
🔎 Announced at Interrupt: AI Search in LangSmith
You used to need an evaluator or read hours of conversations to find traces that answer questions such as:
💬 Does the user seemed frustrated?"
💬 Where did the agent fail to complete the task?
💬 Where is the user trying to cancel their subscription?
Now, just describe it. LangSmith returns the traces where it happened. https://t.co/rC1M6luCT9
Learn how to build a CMS index page in Framer so visitors can browse multiple items from one collection.
00:00 Build a CMS index page
00:21 What an index page is
00:53 Create one with the Agent
01:38 Collection lists
02:22 Connect layers to CMS variables
03:01 Add fields to previews
OpenDocRouter makes it dead-simple to start parsing your documents across on ton of frontier Models (gemini, luna) and latest OSS models (LightOnOCR-3, MinerU2.5-pro). Parse your first document in 60 seconds!
https://t.co/bKyKxDCbak https://t.co/JeZQX7JKpU
Come and see us at NAB New York! Join us at booth 403 in the Javits Convention Center from 21st to 22nd of October for demonstrations of Blackmagic URSA Cine Immersive 100G, Fairlight Live, DaVinci Resolve 21 and more! Register at https://t.co/LcViWUGtv4 https://t.co/bN6PrusROC
@Apptronik By turning video into a training ground for physical AI, Argon compresses weeks of manual modeling into just a few hours. ↓
https://t.co/8tQ2r21lcC
Excited to partner with @scaledown_team 🤝
Their constrained decision models now plug into your agents via:
✅ langchain-scaledown, an OSS package with prebuilt scaledown middlewares
✅ Support in the LangSmith LLM Gateway, with tracing, spend limits, and rate limits
See how Argon uses the Gemini API and Managed Agents to act as your personal game developer, turning your ideas into a playable pixel-art retro arcade game delivered right to your screen. https://t.co/BNVc6XNCDv
Doc Chai is real, and on Thursday you can drink it ☕
We’re throwing a launch party for our first drink with @useCorgi Cafe: an iced toasted brown sugar chai!
For many of us on the team, chai is what home tastes like.
Come say hi, 600+ people have RSVP'ed and the first 100 drinks are on us. We'll have a live DJ to wake everyone up as well :)
8-11 AM, Corgi Cafe, FiDi 🦙
RSVP link in the comments below.
This week's Student of the Week is Scott Nellis! 🥳
Scott is an illustrator based in the UK that took on Animation Bootcamp's 'Be The Ice Sculptor' assignment and rocked it! He said that joining School of Motion has been the most enriching learning experience for him since University 💪 Great work, Scott! We love having you as part of the SOM community!
More about Scott ➡️ https://t.co/KenEX1fjoD
Find out more about Animation Bootcamp ➡️ https://t.co/MFY3pLsWOG
New in LangChain: Support for @scaledown_team's constrained decision models, which are optimized for quick, cost-effective decisions:
✅ Compatible with LangChain + Deep Agents
✅ Trace every call with LangSmith LLM Gateway
Start summarizing, extracting, and classifying today.
In between sessions?
Don’t forget to say hello to our sponsors during the show!
@FactoryAI
@p0
@CopilotKit
@tavilyai
@focused_dot_io https://t.co/xS8skMbu7x
Final sessions of Interrupt:
🎙️@hwchase17 Fireside Chat with @DunBradstreet SVP, AI Solutions & Data Science Ilya Meyzin
🎙️ Crossing the Production Bottleneck of Agentic Projects with Igor Nikolaienko, Gen AI Architect at @DeutschePostDHL https://t.co/pGZDzJOI9q
Next up
🎙️@dorco8 at @mondaydotcom on building online & offline LLM Eval Pipelines with LangSmith Traces
🎙️@hwchase17 on building agents that improve over time https://t.co/kp4sZrbIGy
Gemini 4 Argon is available:
— For developers: Build with the Gemini API paid tier and if you’re a Google AI Ultra subscriber, you can try it in @antigravity, @GoogleAIStudio, and @Android Studio.
— For enterprises: Try it in Gemini for business, the API, and @antigravity.
— For everyday users: Try it starting today in the @GeminiApp and AI Mode in Search if you’re a Google AI Ultra or Pro subscriber.
— For scientists & researchers: Apply for a chance to get access to @antigravity highest usage tier free of charge for 6 months (onboarded on a rolling basis), subject to eligibility, capacity, and selection. Applications are now open.
— For cybersecurity defenders: Apply to join the Fairwind Program to get access to Argon without cyber guardrails on a rolling basis.
https://t.co/sMuQBe5mQE
🕹️At Interrupt? Swing by the LangChain Agent Arena sponsored by @nvidia
1️⃣ Train an agent by playing Tetris
2️⃣ Choose a model w/ LangSmith LLM Gateway
3️⃣ Watch it compete
🏆 See the results on the leaderboard https://t.co/HkrI04L1eS
Starting at 10:30!
First sessions of Interrupt:
🎙️@hwchase17 opening keynote
🎙️Fireside Chat w/ Harrison Chase + @orange Group Chief AI Officer Usman Javaid https://t.co/GmrdioIkIR
After lunch:
🎙️How @OVOenergy builds secure customer support agents
🎙️@BenTannyhill on how we built LangSmith Engine
🎙️How @jimdo built an AI companion for small biz with LangSmith https://t.co/T1ZawxjTfQ
We've teamed up with @GSG3D to bring you the EPIC MoGraph Essentials Bundle!
It gets you a year of School of Motion All Access, plus a year of complete access to Greyscalegorilla's library of production-ready assets and tools 💪
Find out more ➡️ https://t.co/wJlN0mfrUK https://t.co/p9adgQVUPb
Up next at Interrupt:
🎙️ @GregorBeuster on building visual agents at DB Engineer & Consulting with Deep Agents
🎙️@VictorMoreira16 on what it takes to deploy mission-critical agents to production https://t.co/KBmJXZUPqM
Creative Must Win | RevThink’s Tim Thompson
What does it take to build a creative life that can last?
Tim Thompson (@revthink_chief) found his way into Hollywood, working in main titles, visual effects, and commercial post production. Then he gave himself permission to change direction. Through RevThink, he has spent nearly twenty years helping creative entrepreneurs build businesses that support their talent, their relationships, and the lives they want to lead.
Our new profile explores the belief behind that work, from the encouragement Tim received as a child to the care he brings to owners facing difficult decisions. As AI makes polished output easier to produce, he asks what it takes to develop the judgment to understand, challenge, and improve it.
That question carries into Revolve, his six-week accelerator for creative entrepreneurs. Tim invites participants to examine familiar habits, question what clients really value, and explore what they could build next.
Read the full article:
https://t.co/5hGOqqd2Cq
#mtngrphr #motionographer #MotionDesign #CreativeEntrepreneurs #RevThink #TimThompson
Learn how to build a CMS index page so visitors can browse multiple items from one collection.
00:00 Build a CMS index page
00:21 What an index page is
00:53 Create one with the Agent
01:38 Collection lists
02:22 Connect layers to CMS variables
03:01 Add fields to previews https://t.co/2As5oiqQNa