https://t.co/tP4MchfJXX The #AI productivity take-off is finally visible by @erikbryn #RiseoftheRobots "We are transitioning from an era of #AI experimentation to one of structural utility. We must now focus on understanding its precise mechanics. The productivity revival is not just an indicator of the power of AI. It is a wake-up call to focus on the coming economic transformation."

Excited to launch Gemini 3.1 Pro! Major improvements across the board including in core reasoning and problem solving. For example scoring 77.1% on the ARC-AGI-2 benchmark - more than 2x the performance of 3 Pro. Rolling out today in @GeminiApp, @antigravity and more - enjoy! https://t.co/hOgEFtJ57w

Anthropic CEO, Dario Amodei: "We might be 6-12 months away from models doing all of what software engineers do end-to-end”. https://t.co/EsHylaSaEt

https://t.co/hpkp5tcAZm

https://t.co/z0WKDvsuc5

Don't look away. https://t.co/eBiKRkSx5R

There's no CEO or university president in America who would keep their job if they posted something like this. America will one day need to have a reckoning over this era. https://t.co/rUWYQisgFo

From Gorsuch concurrence. https://t.co/m8zom2pcHA

From Gorsuch concurrence. https://t.co/m8zom2pcHA

The whole thing was a scam. The fix was in from the start. Per @nytimes, Sam was negotiating with the Pentagon Wednesday - before he announced his support for Dario - before Trump had denounced Anthropic - but after Brockman had donated 25M to Trump’s PAC Dario never had a chance.

World generation is a bottleneck for robotics. We’re exploring how generative 3D worlds can reduce manual simulation setup and enable broader, more realistic evaluation 🧵 https://t.co/NfZETeTfoh

Advanced editing is now available for all users. image → pano → edit → create world https://t.co/H7mAWzhEZz

We’re hosting our first-ever hackathon next Friday in SF. Come build at the frontier of spatial intelligence. Apply below ↓ https://t.co/fiZHEBCvH2

What's the right space to diffuse in: Raw Data or Latents? Why not both! In Latent Forcing, we order a joint diffusion trajectory to reveal Latents before Pixels, leading to improved convergence while being lossless at encoding and end-to-end at inference. w/ @drfeifei+... 1/n https://t.co/UQVUJOqvWz

World Labs has raised $1 billion in new funding. We are grateful and excited to partner with our investors, including AMD, Autodesk, Emerson Collective, Fidelity Management & Research Company, NVIDIA, and Sea, among others. https://t.co/MfK7mLGKPH

Join us to build! https://t.co/aoj0uwgGrR ⚒️⚙️💪

Check out this absolutely insane 40million splat scene of Coit Tower ... (great demo of sparkjs 2.0 handling massive scale) https://t.co/CpHpcRuYW7

‼️VLMs/MLLMs do NOT yet understand the physical world from videos‼️ In our recent work, we found that even the most advanced AI models still lag behind humans in one key aspect: reasoning about the kinematic properties of objects from videos. Takeaways: 1. ChatGPT 5.1 leads overall among 21 advanced VLMs, followed by Gemini 2.5 Pro/Flash. 2. Grok 4.1 delivers impressive performance at the lowest API cost. 3. Qwen3-VL is the top-performing open-source model. Read here: https://t.co/5lagvLNE37 🧵1/N

Would immunology be better thought of as a Red Queen's Race? @arijitchakrav @TRyanGregory Madi Stoddard & I recently had a discussion on evolution as a paradigm shift for understanding immunology Video here: https://t.co/W3ZwMDAf6U 1/ https://t.co/EKznSIgWVd

Diagrams for understanding cytokine-immune cell interactions have become incredibly complex, and yet the field still struggles to predict & make sense of the many paradoxical effects of cytokines. These paradoxes have direct impacts on treatment trials. 2/ https://t.co/97ohlX9LJQ

*Frankencell* diagrams are cobbled together from numerous published papers, often showing pathways that could not all occur in the same cell at the same time. Are some of our conceptions of immunology based on *Frankensystems*? 3/ @arijitchakrav https://t.co/xlV2zG125d https://t.co/Upf1gcpaIj

Scientific paradigms frame our view of the world. Signs of a paradigm in crisis include: - increasing complexity - important problems remain unsolved - other paradigms offer competing explanations - lots of paradoxes 5/ https://t.co/XQmbDAcfYn

Every human being has a highly individualized adaptive immune repertoire. Pairs of subjects shared, on average, <1% of their respective B cells. 6/ https://t.co/bKaKwbPAPm https://t.co/g1n96f86ud

Immune cells are often viewed like circuits: with deterministic, predictable, pathway-driven behavior Evolution offers an alternate frame: A population stochastically changing in response to selection pressure & differential fitness 8/ More here: https://t.co/W3ZwMDAf6U https://t.co/Zt9TseN9zj