Meet Mistral Large 4, aka Le Chonk.
• 1T parameters, natively multimodal. 49B active.
It is the best open weights model from US or Europe on aggregated benchmarks.
• State-of-the-art on critical workloads, including cyber defense, manufacturing and finance and it surpasses closed frontier models on visual grounding.
• Forged in Europe end-to-end and is deployable from Europe via our own Mistral Cloud infrastructure.
• Available to all via API today. Working with cybersecurity partners privately.
Open weights release end of October.
Meet Nano Banana 2.1, our latest image generation and editing model 🍌
This upgraded version outperforms our previous models across the board, with notable leaps in visual design, mask-based editing, and subject consistency to help you create more natural-looking images. https://t.co/d858DrzrF3
We’re releasing a broad range of new mathematical results produced by an internal frontier model.
We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results.
https://t.co/7N6TPlft1P
What BitTorrent did for files, we want to do for AI inference.
Antseed lets anyone buy and sell access to AI models, on their own terms.
The Antseed Foundation has raised $2.4M in a token round led by Spark Capital to help make that happen. https://t.co/bxss9d4aKS
Let your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta.
The Decisions API makes decisions up to 10x faster than GPT-6 Luna through the Responses API. https://t.co/zhgRVzJ3aP
We’re expanding our Cyber Verification Program to give security professionals broader access to our most capable models.
Through this program, verified security professionals can access Claude Mythos 5.1, Opus 5.5, and Sonnet 5.5 with safeguards designed for defensive work.
We’re also opening up new tiers to allow for authorized offensive work, like penetration testing and red-teaming.
https://t.co/blaJtvxhJh
Meet EmbeddingGemma 2, our first natively multimodal open model for on-device embeddings.
It expands beyond text to unify code, images, audio, and video in a shared space. 🧵
The invideo MCP is live. With this you can generate images, videos, audio using 250+ SOTA models, and edit on a free timeline to go from idea to finished output. Build base edits, build sound beds, create any effect or transition as a custom shader, color grade, across any video https://t.co/NPNQxuDDQD
We’re making it easier to qualify for higher OpenAI API rate limits.
Five paid usage tiers become three: Build, Launch, and Grow.
You can qualify for Grow, our new highest tier, with $500 in total API payments—down from $1,000 for the previous highest tier. https://t.co/FGZ8mppEJa
PROMPT SHARE: She only needs one chance to disappear.
A crowded Tokyo station is the perfect place to disappear.
Until someone doesn’t let you.
One decision changes everything. After that, there’s no time to hesitate.
➜ Video Prompt:
Create a 30-second hyper-realistic https://t.co/bwc565KRdz
Anyone know when the models started being able to compose competent music? I had Opus 5.5 "write some computer game music for me" and the results were much better than I had expected
https://t.co/vFhfgHh7B3
Developers have been using the Decisions API to:
• Route requests to the right model, tool, or agent.
• Turn scaled inputs into useful labels, rankings, and scores.
• Analyze images, compare visual content, or identify key video frames.
• Choose buttons, navigate forms, or determine actions from screenshots.
• Flag risky tool calls or identify issues needing deeper review.
• Categorize large datasets to uncover trends and patterns.
Mistral Large 4 against the field: efficiently reasoning over diverse complex challenges.
CTF speedrun: 19 challenges, with tool calls and solve times grounded in actual runs.
It solved 18 of the 19. https://t.co/VYOIZDFhE6
PROMPT SHARE: Street photography should feel like you interrupted somebody’s night.
That’s where tiny unscripted moments suddenly become the entire photograph.
➜ Image Prompt:
Photography & Cinematography
Create an ultra-realistic nighttime street photograph of a young man https://t.co/XE31KQSRiC
Powered by GPT-6 Luna, it accepts text and image inputs and supports 3 kinds of outputs:
Predicates: Estimate the probability that a statement is true.
Choices: Select from predefined options, with confidence scores.
Scores: Evaluate an input against a numeric range. https://t.co/IeAroC4XEH
Cognition Ranch 2026.
Three days of ranch life in the California countryside. Here’s a look behind the scenes. 🤠
Come line dance with us: https://t.co/QD5Zf2SOYL https://t.co/hkMqEbNl3w
At 740M parameters, it’s competitive across benchmarks – even outperforming some specialist models more than twice its size.
Developers can use it to add multimodal search to their apps – like finding moments in a video using a voice memo – or pair it with Gemma 4 for private, on-device RAG.
EmbeddingGemma 2 is released under an Apache 2.0 license. Check out the weights on @HuggingFace and @Kaggle.
Find out more → https://t.co/lRsjbvR5VB
Git activity more than doubled between September 2025 and August 2026, reaching 473.3B events per month.
We’re rebuilding our Git infrastructure while GitHub keeps running, creating a foundation for agent-scale software development. https://t.co/H5J2qxCqMT
Malware reverse-engineering: solving an out-of-distribution investigation task.
When faced with an unknown binary, Mistral Large 4 reverse-engineers it end-to-end. In this case, it concludes the sample is Cobalt Strike, extracts the IoCs and malware configuration, and writes a report with a YARA rule to catch future incidents.
A task that could take a day's work, completed in 12 minutes.
Join the official Blender Survey 2026!
Let's get a picture of the community and help shape the future of Blender together 🧡
https://t.co/Q7P1Amv7WH
#b3d #devfund
Rive has grid and stack layouts.
Grid gives you rows and columns that fill, hug, or stay fixed. Stack layers everything in one cell, front to back.
Put them together and you get an inventory screen that resizes itself. 👇 https://t.co/RW2WQX2QMp
⚡ Test your API without leaving VS Code
With the Thunder Client extension, send API requests and see the response right next to your code.
#vscode #dotnet #api #webdev #developer https://t.co/68ZFyQlyzP
💚 Site of the Day - Awards Racing
Awards Racing — @awardsracing
⚙️ Three.js, SVG Animation, VueJS, Web GL
site → https://t.co/nG3iT2TEAR
showcase → https://t.co/zGjV9MynPN https://t.co/WeGJs8iF5x
If you’re on a paid tier, your organization moves to its new tier automatically. No action needed.
More details about qualifications and rate limits:
https://t.co/3jhRWOBzyH
How do you know whether an AI code reviewer catches the issues that matter without adding noise?
ReviewBench is a new open benchmark shaped by analysis of 103.9M GitHub pull requests, with 219 PRs across 19 languages.
Bring your own code review agent, evaluate it, and submit your results ⬇️
https://t.co/YVa464lyfx
Download the Cursor iOS app and pair it with your computer: https://t.co/iHOGAsDRpV
On Enterprise? Ask your admin to turn it on.
Learn more: https://t.co/5jOKwvZjTK
The agentic operating model helps enterprise teams understand questions like:
✅ Who owns agent development and operations?
✅ What should be standardized across teams?
✅ Where should governance and controls live?
✅ How do teams share infrastructure without slowing down development?
✅ How do you continuously evaluate and improve production agents?
Join our upcoming webinar, The Agentic Operating Model, to explore how people, process, and technology need to evolve together as organizations scale production AI.
Register: https://t.co/tpFzxWYjw1
One thing I'd LOVE to understand is how Claude "knows" what the music from Secret of Monkey Island sounds like
Maybe Anthropic crawled a whole bunch of online music discussion forums with text-based renditions of classic game music?
🆕 We're live on Thursday, October 8th at 9 am pacific!
Join @JamesMontemagno and members of the VS Code and GitHub Copilot product and engineering teams for demos of the latest features and updates
https://t.co/wV8fnczEvZ
Add web search to your Managed Deep Agents for free.
🌐 Powered by @p0
💻 No separate vendor accounts, managing extra PI keys, or wiring search tools necessary
A quick demo from @ndrezn https://t.co/7LWXh7dc3I
.@Rippling AI: Built On Deep Agents + LangSmith
The architecture:
✅ A supervisor agent coordinating 5 to 7 specialized subagents
✅ Tracing, evaluations, and production monitoring handled by LangSmith
https://t.co/jxDxKIjW0F
The biggest night of SF Tech Week is black tie.
120+ agent founders, 50 investors, and live jazz at the Redwood Room on Friday for the Agent Economy Gala. Invite only.
We're excited to be partnering with @SpaceX, @Daytonaio, @lemma_, @Tiny_Fish, @thelinqapp, @Obvious & more. Link to request an invite in below or comment what you're building!
New vid from @sydneyrunkle on how to build a model router into the harness:
1️⃣ Understand the tasks
2️⃣ Understand the models
3️⃣ Build the router in the harness
4️⃣ Track task outcomes
This week's SOM Student of the week is Patryk Wasowicz! 🥳
Patryk is a Motion and Graphic Designer from Warsaw, Poland that took on the challenge of Cavalry Kickstart's 'Create Your Poster Generator' assignment, and aced it! He said he previously tried learning Cavalry from YouTube tutorials, but said Cavalry Kickstart's structured approach made it much easier to understand the software. Well done, Patryk!
More about Patryk ➡️ https://t.co/G9KHNyxnDX
Find out more about Cavalry Kickstart ➡️ https://t.co/IOjC4DuYlJ
We've been faking lighting changes in Photoshop with dodge and burn for decades.
But Adobe just dropped Relight into the Photoshop Beta, and it's a dedicated tool that actually turns your stills into an interactive lighting sandbox!💡
Find out more on Motion Mondays ➡️ https://t.co/o8tofkm93Q
