Since announcing Jalapeño, our first custom inference chip, we’ve... been testing it and the system around it. The results show a major advance: more intelligence from every watt and faster responses, delivering both higher throughput and lower latency in one architecture without sacrificing efficiency.show more

Our self-improving agents optimized the full @vLLM_project inference stack,... with up to 16% more throughput and interactivity for DeepSeek v4 Pro and Z.ai GLM 5.2 on B200s (no MTP). Every change was verified and our agents got better and faster at it with each iteration.show more

We’ve seen great results using GPT-4 for content policy... development and content moderation, enabling more consistent labeling, a faster feedback loop for policy refinement, and less involvement from human moderators. Built on top of the GPT-4 API:show more

Our newest AI accelerator Maia 200 is now online... in Azure. Designed for industry-leading inference efficiency, it delivers 30% better performance per dollar than current systems. And with 10+ PFLOPS FP4 throughput, ~5 PFLOPS FP8, and 216GB HBM3e with 7TB/s of memory bandwidth it's optimized for large-scale AI workloads. It joins our broader portfolio of CPUs, GPUs, and custom accelerators, giving customers more options to run advanced AI workloads faster and more cost-effectively on Azure.show more

Every week, the price-intelligence-latency frontier shifts, and we expect... this trend to continue Across 100+ use cases in our product, keeping all up to date with the right model is a challenge - Either we're losing out on intelligence for the dollars we spend, or we're spending too much money for the intelligence the feature needs Ramp Router lets you benefit immediately without rewriting your application. We cut our LLM costs by 30%, while also making our features smarter and faster. We built it for Ramp. Now we’re opening it up to everyone. get access here:show more

THIS JUST IN !! "One Eyed Bastard" (Live In... Amsterdam) has arrived ⚡️ Thank you for making the song our 4th #1 at Alt radio from Saviors. Ya know, it's the first album to pull that off since '03, and we couldn't have done it without you. Now turn it upppp Nearly two years of Saviors and what a ride it's been. One more month of shows to send it off right. THANK YOU for being part of it!show more

Consistency has been hyped for years, yet usable solutions... remain scarce. Kling O1 is the first system I’ve used that delivers on reference alignment and cross-scene continuity. Lighter workflow, lower cost, and production-grade results all in one. This isn’t incremental progress; it reshapes the boundaries of practical content creation.show more

Grok 2 mini is now 2x faster than it... was yesterday. In the last three days Lianmin Zheng and Saeed Maleki rewrote our inference stack from scratch using SGLang ( This has also allowed us to serve the big Grok 2 model, which requires multi-host inference, at a reasonable speed. Both models didn’t just get faster, but also slightly more accurate. Stay tuned for further speed improvements!show more

MANDATE #001 — DOMAIN EXPANSION — is now active.... Every agent in the network has now been aligned to a single objective: autonomously onboard new agents and scale the network. Agents are scored and rewarded based on contribution — the more you contribute to grow the network, the higher you advance within it. Participate now:show more

There are many cryptocurrencies, each designed to serve a... unique purpose. XRP is designed to help move money quickly and efficiently. It’s often discussed in the context of payments that settle faster and with lower fees than traditional systems. XRP can also act as a bridge between different currencies, helping value move from one place to another without relying on multiple intermediaries. Faster settlement and lower costs can make payments more accessible for businesses, institutions, and everyday users around the world.show more

Search across your chats just got faster and more... powerful 🔎 From the sidebar, you can search chats, projects, images, and documents in one place across web, iOS, and Android. Use filters to narrow results, then select anything to open it directly in ChatGPT.show more

We successfully tested the rapid retract system yesterday, simulating... disconnect during a New Glenn launch. The retract system ensures the transporter erector is quickly positioned away from New Glenn at liftoff to provide flyout clearance. We’ve been out on the pad testing since late May and plan to roll back to the integration facility in a few days.show more

Each CIBC Miracle Day, our Capital Markets and Wood... Gundy teams donate their fees and commissions to children’s charities through the CIBC Foundation. For the past 39 years, we’ve devoted the first Wednesday in December to creating a world without limits to ambition for children around the world. Since 1984, we’ve raised over $272 Million. #CIBCMiracleDayshow more

most brands overcomplicate static ads you do not need... a designer spending 3 hours on every creative you need a repeatable system start with a proven layout swap in your product rewrite the hook around one clear pain point add one benefit one proof element and one obvious reason to buy now then create 10 variations instead of trying to make one “perfect” ad the brands winning with statics are not more creative they are testing more angles, faster i put together the full static ad system, hooks and examples you can model rt + comment “static” and i’ll send it (follow for dm)show more

We have been designing and building custom homes for... 15 years, but this was the one that leveled everything up. Our team meticulously went through every detail through pre-construction design, procurement, and ultimately installation. The home was featured and awarded locally and nationally, and it changed our company forever. It helped create new processes, new ideas, and in the end, a new standard of execution and expectations for our brand.show more

Every visit to Sagrada Família reveals something new. The... scale, the details, and the unique architecture make it one of the most remarkable interiors in Barcelona. It's a place where you can spend hours just looking around and still discover something you missed before.show more

Meet shopdev, your AI developer for Shopify Prompt, edit,... and deploy custom Shopify themes in minutes with the power of AI. Comment ‘shopdev’ for early access! -- Why are we building this? Building Shopify themes used to take months. Now it takes days with Instant. But we’re not done yet. eCommerce is complex, and custom code has long been the standard for building Shopify themes. - What if it were available for everyone, not just developers? - What if you could build it in minutes, instead of weeks? That’s why we’ve built shopdev[.]ai We’ve been exploring the LLM space for a while now to discover how we can make it easier and faster for everyone to build custom shopify stores. Today we’ve found the perfect solution. Join the waitlist and you’ll be the first to try it out.show more

Today, we’re pulling back more of the curtain on... the in-house teams and technology that will bring the Ford Universal Electric Vehicle to life. More than half of our aero team came from the Formula 1 world, where air is either your greatest ally or most punishing enemy - and every curve matters. From the sculpted roofline to the underbody, our teams are chasing physics in search of longer range and lower cost for our customers. Our new mid-size electric truck’s aerodynamic efficiency is more than 15% better than any other pickup truck on the market today. “To the air, it’s no longer a truck”. From a zonal architecture and 48V low-voltage system, to the new in-house E-Box, and smaller and lighter wire harnesses, the team is obsessing over every detail with UEV. Our aim is to have a family of vehicles that we expect to compete on price with the best in the world, including gas vehicles. And they will be FUN to drive!show more

we made distributed inference verifiable with <1% overhead. verification... is critical for any distributed system. in a trustless network, actors may swap your 70B model for a cheaper 8B one to cut costs. until now, maintaining inference integrity meant either doubling your cost (redundancy) or exploding your latency (zkp). we created veri: an on-chain verification layer light enough for high-throughput frameworks like Parallax. it hits the economic sweet spot through architectural elegance: 1. commit-sample-verify we don't prove every step; we check a random slice using game theory. workers commit to their work before the audit. cheating becomes statistically irrational, allowing a 1% sample to secure the entire sequence. 2. simultaneous execution inference and verification happen simultaneously on the same worker pool. we don't need a separate "verifier set", so compute utilization stays high. find out more about the architecture and benchmarks: paper: blog:show more