AI learned to write, draw, and code. The physical world is the one it's still struggling to crack.
@openroboto is going after it in the open as SN80. Open weights, open data, open benchmarks. Fine-tune the base robotics model, submit on-chain, and the best one becomes everyone's
AI learned to write, draw, and code. The physical world is the one it's still struggling to crack.
@openroboto is going after it in the open as SN80. Open weights, open data, open benchmarks. Fine-tune the base robotics model, submit on-chain, and the best one becomes everyone's new starting point.
Closed labs hoard their robotics models. This one gets better in public, every single cycle.
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Announcing our partnership with @OpenRoboto as Axis Robotics expands its data capabilities into the @opentensor ecosystem
OpenRoboto is an open competition on Bittensor (Subnet 80) for continuously improving robotics models. Miners fine-tune an open base model starting from π0.5, every submission is scored in randomized LIBERO-Pro environments, and only a strictly better model becomes the new base.
As the core data engine behind OpenRoboto, Axis is supplying over 3 million multi-modal trajectories into OpenRoboto’s Open Data Pool to accelerate physical AI model training for miners across the Bittensor network. Furthermore, Axis will support OpenRoboto's authoritative benchmarking platform with its Data-to-Model Pipeline, enabling robust, auditable evaluation for both data and models across multiple benchmarks.
This partnership establishes a robust, end-to-end framework uniting distributed data collection with verifiable model evaluation.
Learn more about OpenRoboto: openroboto.ai
Bittensor brings 'worldwide contest-o-nomics' to robot AI development.
Which, hilariously, may mean humanoid AND other robotic efforts may soon find $TAO powering their leading edges.
Open weights were never the hard part. Open data is.
The Open Data Pool is live, with Axis Robotics @axisrobotics as launching partner.
openroboto.ai/#/datapool
Open weights were never the hard part. Open data is.
The Open Data Pool is live, with Axis Robotics @axisrobotics as launching partner.
openroboto.ai/#/datapool
Decentralized robotics intelligence needs open data infrastructure to scale.
Congrats to @openroboto on launching the Open Data Pool on @opentensor. As OpenRoboto enables open data access and model evaluation, @axisrobotics is powering the pipeline beneath with our compounding
Decentralized robotics intelligence needs open data infrastructure to scale.
Congrats to @OpenRoboto on launching the Open Data Pool on @opentensor. As OpenRoboto enables open data access and model evaluation, @axisrobotics is powering the pipeline beneath with our compounding data engine.
More soon 🤝
Open weights were never the hard part. Open data is.
The Open Data Pool is live, with Axis Robotics @axisrobotics as launching partner.
openroboto.ai/#/datapool
This is not just about better fine-tuning. If the pool gets big enough, we can pretrain our own base model from scratch.
That will take years, and we are not claiming it today.
Docs and quickstart →
openroboto.ai/#/datapool
Axis collects this data without expensive hardware. Contributors teleoperate simulated arms straight from a browser, and capture real-world manipulation on a phone using hand pose tracking.
We use π0.5, developed by @physical_int, as the base model for the OpenRoboto competition.
It’s one of the strongest open VLA base models for robot manipulation today.
Training a robotics base model from scratch requires enormous amounts of diverse data. Rather than starting from zero, miners build on π0.5 and compete to improve it.
This gives every miner a strong shared model to start from.
See how it works: github.com/openroboto-ai/…
We also updated the model submission rules and documentation:
- Submit a complete merged checkpoint
- Bare LoRA adapters will not pass pre-check
- Use `rt.py submit` to run upload, burn, and announce consecutively
- Check Scan Rejections to diagnose failed submissions
- The 0.01 challenger margin applies to the overall average score
Over the past week, OpenRoboto shipped updates across the website, submission system, and benchmark evaluation pipeline.
Miners can now follow a submission from queue entry through live evaluation progress, final scoring, or rejection. Check out our tech update for the past week:
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