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Generalist AIGEN familyCurrentRobotics modelReleased 19 Aug 2026

Generalist GEN-1.5

PricePrice not published

Where it stands

4newer robotics models since its release

All robotics models

Before it from Generalist AI
Generalist GEN-12 Apr 2026
Weights
Closed weights.

How to call it

Where to use Generalist GEN-1.5.

Providers, model ids, endpoints and docs for Generalist GEN-1.5
ProviderModel idEndpointDocs
Generalist AI partners (no public access announced) generalistai.com

Pricing

Price not published.

No price source linked.

Specs

Input
Video, images and text
Output
Robot actions
Context window
Not published
Max output
Not published
Open weights
No
Licence
Proprietary
Released
19 August 2026
Status
Current
Type
Robotics model

What stands out

What its maker marketed at launch, and what people found later, each with its source.

  • One-shot learning of dexterous closed-loop tasks

    First

    Learns new tasks in-context from one demonstration video: 59% average success one-shot across 10 tasks; 83% with few-shot adaptation (10 gradient steps on 5 minutes of data). Generalist says it is the first model it knows of to show this across a wide range of dexterous closed-loop tasks.

    Source: generalistai.com

  • 30-second video memory, 100 Hz actions

    Takes video (30 s memory window), sensors, language and proprioception and outputs 100 Hz action trajectories.

    Source: generalistai.com

Notes

Released 6 days before Skild S1, which makes a similar one-video in-context claim for long-horizon tasks. Company-reported. Video: https://www.youtube.com/watch?v=1cllCVK-9lo