Physical AI & Robotics◽️Growth & GTM Engineer @tnkrdotai ◽️Head of GTM @DiracRobotics ◽️GTM @Hyphenbox
United States
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Robotics is starting to get really interesting in the best possible way.
A hand with zero rotary joints. A robot learning from its own failures. Robots that could build robots. An open-source rover cleaning our streets, and @tnkrdotai We're shipping an entirely new experience for electronics in your repository.
Featuring @Boyuan__Chen @dm_robots @DominiqueCAPaul @hiroindustries and @metrox_eth @tnkrdotai
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MARS learning to navigate and manipulate from a model trained on synthetic episodes is a fun glimpse of where robotics is heading.
First results: @bfl_ai Flux 3 Action doing mobile manipulation on @innate_bot MARS 👇
We finetuned the SO101 checkpoint and replaced the action head with our 8DoF (5 arm, 1 gripper, 2 base)
Generated synthetic episodes in innate-os sim, with randomised positions and height of the box
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What can Astra do when given a humanoid embodiment?
We built HomeBody to find out. Controlled by GPT Astra, it carries out long-horizon tasks in a previously unseen kitchen—from tidying up across the room to retrieving remembered objects from ambiguous requests—without environment-specific training data or additional policy learning.
Here's how we did it 👀: tml.stanford.edu/homebody/
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Okay builders, we have some new hardware to play with.
Meet MARS from @innate_bot I have a lot of experiments in mind.
What are we building first?
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Emerson S retweeted
Squeeee. Got Gemma 4 working on my innate Mars with meshtastic. Can trigger the wave function or status updates with Gemma responses from miles away with no internet. Going to do some cleanup and write up how this worked later.
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Emerson S retweeted
Bimanual espresso making ☕️
Exploring task orchestration for long-horizon manipulation.
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Emerson S retweeted
Introducing Airsup.
We built an AI that can debug your factory for teams building rockets, aircraft and complex hardware.
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Science labs are full of small, precise tasks that are easy to overlook and hard to automate reliably. Great to see teams building benchmarks around the real work.
Are robots ready to accelerate science labs?
We created the WetLabs Benchmark to test 9 critical tasks, from easy to hard, and let 3 leading models take 20 attempts per task
Astra leads but it comes close...
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Emerson S retweeted
Today we're releasing Mk1.5: a new intelligence layer for embodied agents.
It flies drones, controls quadrupeds, powers smart glasses, tracks objects, searches the web, reasons visually, and dispatches its own sub-agents.
One model, no platform-specific retraining. 🧵
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Launching today: the guide to becoming a @tnkrdotai Project Owner.
From open source robot to sellable kit. This is the actual playbook for turning a project that only you understand into one anyone can build, and earning every time someone does.
Real example inside: Open Duck Mini V2, broken down piece by piece, the exact geometry a total stranger needs to build one from scratch.
If you've got a robot sitting in a repo doing nothing, this is the guide that changes that.
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Emerson S retweeted
Hungry for more Astra robot videos? 🤖
How about a large-scale sandboxed evaluation to go with it? We ran 98,000 evaluations across 28 simulated environments and found some surprisingly clever physical reasoning along the way!
New preprint 🧵👇 (1/9)
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A new kind of interface is leaving the lab and entering the real world, starting in SF.
First VOX units shipping in SF
ALT A hand holds a sealed holographic zip pouch against a gray wall. Inside is a small round device with a clear housing showing a black circuit board, a USB-C port, and a gold coin cell. It has a white top button and wide orange, black, and gray side buttons.
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Emerson S retweeted
『造船所で溶接や検査を行う四足歩行ロボット』
足元に電磁永久磁石を採用し、垂直な壁面や曲面状の鋼構造物上の移動が可能。
lnkd.in/gtdePAqF
#quadrupedal #robot #PhysicalAI #welding #inspection #shipyard #magnet #EPM #DidenSpider #DidenRobotics
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