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Loop data for embodied AI

Loop data for better robot policies.

Find high-signal robot data, curate demonstrations, evaluate checkpoints, and turn failed rollouts into the next training set.

Browse datasetsRequest a data audit

  1. 01 · Find

    Choose data by embodiment, signal, and access.

  2. 02 · Review

    Turn robot or ego video into a checked subtask timeline.

  3. 03 · Improve

    Use measured failures to define the next training set.

See what is actually in the catalog.

Real dataset and model records, with access, modality, family, and provenance visible before you commit to an integration.

Dataset rev 1 · Model rev 4 · published dataset + model catalog

Dataset records

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Grid Egocentric Residential Samples

Open

Residential manipulation examples

first-person video · household task tags · manipulation tags

published

Industrial Workplace Egocentric FHD Samples

Open

Industrial manipulation examples

POV video · industrial tasks · human demonstration

published

Wearable AI

Gated

Agent evaluation over streaming first-person video

video · questions · answers

published

Model records

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lingbot-video-dense-1.3b

Open

Official model catalog record.

VLA · robbyant

published

lingbot-world-v2

Open

Infinite Worlds with Versatile Interactions

VLA · Robbyant

published

LingBot-VLA 2.0

Open

A whole-body VLA release focused on broader cross-embodiment transfer, mobile manipulation, and predictive dynamics supervision.

VLA · Robbyant

published

Indexed sources

Hugging Face · aryan56789gridai/grid-egocentric-residential-samples · Hugging Face · TrainThemAI/Industrial-Workplace-Egocentric-FHD-Samples · Hugging Face · facebook/wearable-ai · robbyant · Robbyant. Source names indicate indexed provenance, not partnerships or endorsements.

Know what is live before you integrate.

Catalog is live, Data is a hosted beta, Bench is a deterministic mock runner, and Synth remains planned.

  1. 01

    OpenBot Catalog

    Live · curated decision layer

    Compare access, format, embodiment, signal, and evidence.

    Explore Catalog
  2. 02

    OpenBot Data

    Hosted beta · reviewed exports

    Robot or ego video to subtask timeline, human review, and approved export.

    Explore Data
  3. 03

    OpenBot Bench

    Mock · contract preview

    Deterministic sample outputs for exercising the run and report contract.

    Explore Bench
  4. 04

    OpenBot Synth

    Planned · not publicly available

    A future service for replaying measured failures in simulation.

    View roadmap
  5. 05

    OpenBot API

    Live · automation surface

    Catalog, Data beta, and mock Bench contracts for SDKs and tools.

    Explore API
Newsletter

Signals for embodied and physical AI.

Policy evaluation, teleop data, and sim-to-real.

X / Twitter@openbotai

Embodied and physical AI

YouTube@openbot_ai

Policy eval and data loops

Bring one episode. Leave with a review plan.

Share the embodiment, data format, and failure you need to understand. We will reply with the narrowest useful audit path.

Request a data auditBrowse catalog