Anthropic says Opus 4.7 hits 80.6% on Document Reasoning — up from 57.1%. But "reasoning about documents" ≠ "parsing documents for agents." We ran it on ParseBench. → Charts: 13.5% → 55.8% (+42.3) — huge → Formatting: 64.2% → 69.4% (+5.2) → Content: 89.7% → 90.3% (+0.6) → Tables: 86.5% → 87.2% (+0.7) → Layout: 16.5% → 14.0% (-2.5) — regressed Real chart gains, but at ~1.5¢/page. Enterprise scale? Not yet. LlamaParse Agentic: 84.9% overall. ~1.2¢/page. The frontier for general document understanding is long. No single model solves it. → https://t.co/h7SpuTWYVn

Tool Gateway is now live in Nous Portal. No separate accounts, no API key juggling. All you need is one subscription, and everything works. A paid Nous Portal subscription now includes access to 300+ models and a growing set of third-party tools. Launching with: → Web scraping → Browser automation → Image generation → Cloud terminal backend → Text-to-speech

On the plus side with Opus 4.7, if it does decide to think it produces BY FAR the best Sparks unicorn* ever, even non-thinking is pretty good, if not great. * This is created using TikZ, which is a language built for scientific diagrams & very much not for drawing. The original "Sparks of AGI" paper used the ability of the AI to draw a primitive unicorn as an example of unexpected AI abilities

who made this 🇫🇷 banger lol (identify yourself) https://t.co/gkfTtdR1w2

who made this 🇫🇷 banger lol (identify yourself) https://t.co/gkfTtdR1w2

You deserve more than a crowded Blue Bottle and a batch of 400 startups... I'm launching Kernel Grants, a pre-seed program that will invest $271,828 in 10 founders/year who are building tooling and infrastructure for the token factories of the future. We have an amazing set of speakers lined up for our first set of events: - @pirroh, President of Replit - @soumithchintala, CTO of Thinky - @jeremyphoward, Founder of https://t.co/RHjK7ZPIFM - @NaderLikeLadder, Dir. of DevTech at NVIDIA - @OfficialLoganK, MOTS at DeepMind (and first ever Latent Space guest!) - @clattner_llvm, Founder of Modular - @dylan522p, Founder of SemiAnalysis - @swyx, Editor of Latent Space (+ AIE, Cognition, etc!) Batches are a relic of pre-AI acceleration. Any day is a great day to start building, so applications are open and we accept founders on a rolling basis. Let's build! https://t.co/KM8KtRiniH Enjoy an exclusive tour of our Kernel space 👀

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karpathy said let there be descent credit: @rxdyxn https://t.co/Py8aO018H9

karpathy said let there be descent credit: @rxdyxn https://t.co/Py8aO018H9

Tell all the truth but tell it slant— Success in Circuit lies Too bright for our infirm Delight The Truth's superb surprise This paper finds poetry is a universal single shot jailbreak for LLMs. Systems built to stop prosaic attacks fail when the request is phrased in verse. https://t.co/uekU0l9QdL

Introducing Arrow 1.1 and Arrow 1.1 Max Our most advanced and capable models for structured vector generation Read more ↓ https://t.co/awYauwjYac

We are super excited to launch the in-app browser inside Codex with comment mode! View any web pages & iterate with your agent quickly with just point and click. Codex will automatically capture a screenshot, the DOM element, and feed it as precise context to your next chat. No more switching between browsers, dragging screenshots, and wrangling with underspecified prompts. It's great for front-end development of apps/pages, but also very useful if you have documentation pulled up on the side and just want to ask a question!

It basically rarely seems to think on analysis, writing, or research tasks, which means it isn't using tools or web search. Haven't tested everything yet, so not definitive, but I am often getting lower quality answers for that sort of use case that Opus 4.6 Extended Thinking. https://t.co/svmp46CkTJ

5 steps to making codex your chief of staff 1. download the desktop app 2. install the plugins you need for work 3. paste this into a thread and pin it 4. ??? 5. monitor the situation https://t.co/6ioazy9xvb

I have found that asking for a sestina regularly triggers Opus 4.7's safety guardrails. The forbidden poetic form! https://t.co/5Jnfhx0Qff

I think the adaptive thinking requirement in Claude Opus 4.7 is bad in the ways that all AI effort routers are bad, but magnified by the fact that there is no manual override like in ChatGPT. It regularly decides that non-math/code stuff is "low effort" & produces worse results. https://t.co/OEMM6TUpOL

Publishers have real questions about AI, but let’s be clear: @waybackmachine isn’t a backdoor for AI scraping. For 30 years, it’s been built for people, not bulk harvesting. We actively monitor to prevent abuse. Learn more ⤵️ https://t.co/YKDkawYd5G

Daniel Moreno-Gama, in an interview before he arrived in SF with a gun and a hit list: https://t.co/0LFx3QREfq

Daniel Moreno-Gama, in an interview before he arrived in SF with a gun and a hit list: https://t.co/0LFx3QREfq

Great to have @_akhaliq in the house! https://t.co/ZBEACJcSxW

Great to have @_akhaliq in the house! https://t.co/ZBEACJcSxW

Introducing GPT-Rosalind, our frontier reasoning model built to support research across biology, drug discovery, and translational medicine. https://t.co/PubLU0FkSv

On average, it takes roughly 10 to 15 years to go from target discovery to regulatory approval for a new drug in the United States. Advanced AI systems can help researchers move faster — not just by making existing work more efficient, but by helping scientists explore more possibilities, surface connections that might otherwise be missed, and arrive at better hypotheses sooner.

GPT-Rosalind, our Life Sciences model series, is optimized for scientific workflows, with stronger performance in protein and chemical reasoning, genomics analysis, biochemistry knowledge, and scientific tool use. https://t.co/PTdbHMgR50

Please, I'm begging you, try to critically examine the differences between these two pieces of writing. ChatGPT editing did not improve this. Every single change only served to weaken your claims significantly. Everything is now hedged into oblivion: no longer have you outlined a "problem," now it's merely a "flaw." "It is true" now demoted to "it appears to be the case." "Is" gets a "usually" tacked on. A thesis statement at the end of the first paragraph gets run over by noisy, out-of-context example-whittling. All for fear of being misconstrued. And at the end, the argument that gets spat out isn't even yours anymore! You argued that Graeber failed to create a true account of work because he did not understand Chesterton's Fence. ChatGPT is arguing is that it is possible some apparently bullshit jobs could be secretly load-bearing if you squint. These are two different statements. The second is weaker and less compelling. It says less. And it's fucking longer! Don't do this anymore! Stop doing this! It's worse!!!

This is the first time I've ever seen an LLM operate a GUI as fast as a person, and it's surreal. https://t.co/5kjwGMDpvd

This is the first time I've ever seen an LLM operate a GUI as fast as a person, and it's surreal. https://t.co/5kjwGMDpvd

what if your earbuds could see? meet VueBuds: tiny cameras at each ear, streaming low-resolution images over Bluetooth, with an on-device vision language model to understand what's around you. capstone of my PhD 🎓 #CHI2026 honorable mention https://t.co/Go72NzVEb7

Our newest model, π0.7, has some interesting emergent capabilities: it can control a new robot to fold shirts for which we had no shirt folding data, figure out how to use an appliance with language-based coaching, and perform a wide range of dexterous tasks all in one model! https://t.co/s9NxKfb7pe

What if AI learned physics the way Newton did – by experiencing it? We built Sim2Reason: train LLMs inside virtual worlds governed by real physics laws, zero human annotation. Result: +5–10% improvement on International Physics Olympiad, zero-shot. 🧵 https://t.co/euXSyXmZVY

Today on the blog, learn how generating synthetic neuron geometries helps AI learn to better classify neurons by their shape, speeding up future brain map reconstructions. More →https://t.co/42S0nbNNEv https://t.co/vo3hrlDEyn

Announcing Innovative Dreams, a new production company by Luma and Wonder Project built by filmmakers for filmmakers, and our first production — Moses starring Sir Ben Kingsley, coming this Spring on Prime Video. AI is a fundamental change to the craft and business of filmmaking, and through ID, we are building a new production process for this era — one that brings Humans and AI together to enable great storytelling. We call it Hybrid Production — actors, artists, and generative AI working together in Luma. In real time. Innovative Dreams is a production services company where seasoned filmmakers from Director Jon Erwin's team and Luma's creative technologists work with great studios and filmmakers to help them realize ambitious ideas. It's a liberating force. Hybrid Production enables actors, directors, and artists to work together in real time. Creative teams collaborate with Luma Agents live and make changes to sets, props, lighting, and bring in performance capture from human actors. This is a significant improvement over the current virtual production and performance capture processes where things come together only in post. This is the leverage of AI — not just faster or cheaper, but better than what came before. We have built the first Hybrid Filmmaking studio at Manhattan Beach Studios where Moses is being shot. ID is significantly oversubscribed with demand and is actively growing the team to extend its services to more studios and filmmakers. Read more: https://t.co/g5pNRGOzaI

Black Eye 2.0 is getting close. A huge leap forward for cameras in Unreal: • New Orbit / Freelook gameplay camera • New Black Eye Panel • Camera Manager, priorities + blend matrix • Trigger volumes, gameplay events + animation hooks • Through-the-lens blending • Save in Play Free upgrade for all current 1.x users. Price goes up at release.