Isaac Sin

Working with robots has always been harder than it should be.

The intelligence was hard to access. The hardware was hard to afford.

Today, both change.

@makermodsai Maker Arm + Metal Arm, powered by @dreamlabs_ai 's Dream-1. Give your robot a task in plain language, right from your browser.

Try it: playground.makermods.ai

Last chance to sign up 🤖

MakerMods Physical AI Hacks starts TOMORROW in SF.

Fine-tune @dreamlabs_ai Dream-1 on real robot arms, hill climb long-horizon tasks, and build applications with @livekit @dimensionalos and watch your score move on a live leaderboard.

Win $2,000 + a Metal Arm.

Apply now 👇 luma.com/pah

If you're a new lab or a deployment company looking to fine-tune your own policies for serious deployments, you have to read this. This is the infra you need to build. Such a great read!

We're hosting another Physical AI Hack this weekend, November 7–8 at @fdotinc in San Francisco.

This time, we're partnering with @dreamlabs_ai and their new world action model, Dream-1, which can do tasks zero-shot. @livekit @nvidia @huggingface @dimensionalos @enact_labs are joining us too.

@livekit is the real-time layer: connect your robot to human operators and cloud models with ultra low latency, then give it a voice agent so you can talk to it. You'll get LiveKit credits for real-time streaming and voice agents.

Other technical partners: @_lightcompany @mirdainsystems @SGhashghaei @spcxstarship

Prizes:

1st place: $2,000 + a Metal Arm + credits
2nd place: $1000 + a Maker Arm + credits
3rd place: $500 + a Reachy Mini + credits

Sign Up: luma.com/pah

There are two tracks:

Hill climb (New Track):
This is a new format where everyone works to improve the model's accuracy on the same task. We'll announce the task soon and provide the props. You'll climb the leaderboard through fine-tuning, DAgger and a System 2 agent harness around Dream-1, using LiveKit and Dimensional OS.

Creative (Zero shot):
Build the most creative project you can with Dream-1, LiveKit and Dimensional OS.

At @calhacks, a team we sponsored gave Claude the ability to PinPoint all the issues in your circuit 🔌

an MCP server drives the @makermodsai Maker Arm across the test bench to turn the multimeter, probe pins, and report back