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Today we’re announcing a new open-source SOTA for AI drone autonomy SOTApilot hit 95.34% success on Swarm — our public, 1,000-seed benchmark for general UAV navigation across 6 procedural environments GitHub in the first reply 👇 400+ submissions 25 top-model improvements 2 months Our challenge for the next 3... show more

Swarm

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31,271 Aufrufe • vor 2 Monaten •via X (Twitter)

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This is Rivian's next-generation Autonomy hardware and software platform, which the company says is a "self-improving, end-to-end AI system for our autonomy platform that scales." • 11 cameras (65 total megapixels) • 5 radars • New front-facing LiDAR • Powered by a new in-house designed chip called RAP1 (5nm TSMC) Rivian also detailed its software-first approach to autonomy, powered by the new Rivian Autonomy Platform and an end-to-end data loop used for training. The company introduced its Large Driving Model, a foundational autonomous model trained like a Large Language Model: "Utilizing Group-Relative Policy Optimization, the LDM will distill superior driving strategies from massive datasets into the vehicle."

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this story is absolutely insane 🤯 > tech guy with zero biology background. > his dog got terminal cancer. > vets said 1 - 6 months left. > bro said nah not on my watch. > asked ChatGPT for a treatment plan. > sequenced tumor DNA for $3k. > used AlphaFold AI to model mutated proteins. > designed world’s first personalized mRNA vaccine for a dog. > partnered with universities to synthesize it. > ethics approval took 3 months. > vaccine design took 2 months. > first injection December 2025. > tumors shrank 75% within weeks. > dog happy. > universities confirmed it worked. > now designing version 2 for remaining tumor. AI + a guy determined to save his dog just outperformed the pharma industry 💀 the cure for cancer will be open source.

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Monitor and control your AI spend on every provider on Our early users save 40% on average. Every week, the price-intelligence-latency frontier shifts, and we expect this trend to continue. Tradeoffs between latency, reasoning, cost, service tier, open source and closed source models are shifting constantly. Router sends every request to the model that's actually best for the task and helps you control what tokens you buy. We benchmark it against real work: ~40% lower cost for the same outputs. Today we're opening it to everyone. Two lines of code or just change your base URL. No Ramp account needed. Free through 2026, first $26 on us. Get an API key today at

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16,318 Aufrufe • vor 2 Jahren

Robotics keeps hitting the same wall. Single task RL works, but... it does not scale to hundreds of tasks or new embodiments. This new paper looks like a real step toward fixing that. The team introduces MMBench, a benchmark with 200 tasks across many domains and robots, and Newt, a language conditioned world model trained online across all 200 tasks at once. The simple idea behind Newt: The model learns from demos to get the right priors It trains across many tasks through online interaction It uses language to ground the goal It adapts fast when a new task shows up What stood out to me: ✅ One model trained on 200 tasks at the same time ✅ Language conditioned control for both states and RGB ✅ Better data efficiency than strong baselines ✅ Strong open loop control ✅ Fast adaptation to new tasks and embodiments ✅ Full release of 200 checkpoints, 4000 demos, code, and benchmark This is a good push toward general control instead of one model per task. If you want the full paper: Project page: —- Weekly robotics and AI insights. Subscribe free:

Robotics keeps hitting the same wall. Single task RL works, but... it does not scale to hundreds of tasks or new embodiments. This new paper looks like a real step toward fixing that. The team introduces MMBench, a benchmark with 200 tasks across many domains and robots, and Newt, a language conditioned world model trained online across all 200 tasks at once. The simple idea behind Newt: The model learns from demos to get the right priors It trains across many tasks through online interaction It uses language to ground the goal It adapts fast when a new task shows up What stood out to me: ✅ One model trained on 200 tasks at the same time ✅ Language conditioned control for both states and RGB ✅ Better data efficiency than strong baselines ✅ Strong open loop control ✅ Fast adaptation to new tasks and embodiments ✅ Full release of 200 checkpoints, 4000 demos, code, and benchmark This is a good push toward general control instead of one model per task. If you want the full paper: Project page: —- Weekly robotics and AI insights. Subscribe free:

Ilir Aliu

70,090 Aufrufe • vor 9 Monaten

doodles AI beta. next week. we're building the tools for a new era of dynamic world-building. it starts with an image model that reimagines anything and everything through the doodles lens. this is the first iteration of many. as the product evolves, we'll introduce the ability to turn your generations into physical objects. video with sound and dialogue, realtime AR, and gaming are all on the roadmap. doodles AI aligns us with the speed and scale of the AI industry at large. our colourful world can now be plugged into new tech as it unfolds. create with us.

doodles AI beta. next week. we're building the tools for a new era of dynamic world-building. it starts with an image model that reimagines anything and everything through the doodles lens. this is the first iteration of many. as the product evolves, we'll introduce the ability to turn your generations into physical objects. video with sound and dialogue, realtime AR, and gaming are all on the roadmap. doodles AI aligns us with the speed and scale of the AI industry at large. our colourful world can now be plugged into new tech as it unfolds. create with us.

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61,243 Aufrufe • vor 5 Monaten

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59,672 Aufrufe • vor 4 Monaten

📣 Solidus Ai Tech Data Center Secures 3-Year Global Compute Deal! We're proud to share a major milestone for Solidus Ai Tech — we’ve signed a 3-year agreement with a leading global company who will be utilizing compute from our datacenter infrastructure. Why is this such a big deal? This deal guarantees that our servers will be fully utilized, eliminating idle time and ensuring consistent, recurring revenue. But the real value lies in what this unlocks next. This agreement gives us more than just predictable income — it creates a solid, revenue-generating use case that proves market demand for our infrastructure. Off the back of this, we’re now in a much stronger position to open doors to top-tier funding institutions, VCs, and strategic investors. With a working business model in place, we can confidently raise capital to: • Expand our server capacity • Complete the full build-out of our datacenter • Explore land acquisition for future growth — even in new regions This isn’t just a deal — it’s a turning point. We’re now accelerating toward a much bigger vision, and this partnership marks the beginning of a powerful new phase of scale and opportunity. Message from the CEO & CCO:

📣 Solidus Ai Tech Data Center Secures 3-Year Global Compute Deal! We're proud to share a major milestone for Solidus Ai Tech — we’ve signed a 3-year agreement with a leading global company who will be utilizing compute from our datacenter infrastructure. Why is this such a big deal? This deal guarantees that our servers will be fully utilized, eliminating idle time and ensuring consistent, recurring revenue. But the real value lies in what this unlocks next. This agreement gives us more than just predictable income — it creates a solid, revenue-generating use case that proves market demand for our infrastructure. Off the back of this, we’re now in a much stronger position to open doors to top-tier funding institutions, VCs, and strategic investors. With a working business model in place, we can confidently raise capital to: • Expand our server capacity • Complete the full build-out of our datacenter • Explore land acquisition for future growth — even in new regions This isn’t just a deal — it’s a turning point. We’re now accelerating toward a much bigger vision, and this partnership marks the beginning of a powerful new phase of scale and opportunity. Message from the CEO & CCO:

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