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Robot puts a ring on it | Generalist
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## Robot puts a ring on it | Generalist
Generalist 6,340 views 15h ago
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# Robot puts a ring on it | Generalist
[Generalist](https://www.youtube.com/@Generalist_AI)
[Generalist](https://www.youtube.com/@Generalist_AI)
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h ago
6,340 views • Oct 6, 2026
Humans have a remarkable ability to perform new physical skills from only one or a few examples. Our latest robot foundation model, GEN-1.5, exhibits the beginnings of that same ability: it can learn a new task in seconds, from a single example, without gradient updates or fine-tuning. It displays broad capabilities across one-shot and few-shot learning from demonstration, as well as zero-shot physi …more
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[### Generalist
14.1K subscribers](https://www.youtube.com/@Generalist_AI)
[Videos](https://www.youtube.com/channel/UCwV9z8IGmbUQUb5D8KSv3mQ/videos)[About](https://www.youtube.com/channel/UCwV9z8IGmbUQUb5D8KSv3mQ/about)
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# Robot puts a ring on it | Generalist
6,340 views
Oct 6, 2026
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## Description
Robot puts a ring on it | Generalist
[Generalist](https://www.youtube.com/@Generalist_AI)
Generalist
Generalist
191Likes
6,340Views
15hAgo
Humans have a remarkable ability to perform new physical skills from only one or a few examples. Our latest robot foundation model, GEN-1.5, exhibits the beginnings of that same ability: it can learn a new task in seconds, from a single example, without gradient updates or fine-tuning. It displays broad capabilities across one-shot and few-shot learning from demonstration, as well as zero-shot physical generalization. Although the tasks are simple and short-horizon, this is the first model we know for which one-shot and few-shot learning of physical skills have emerged at scale. We view these results as a significant step towards our mission of building general intelligence for the physical world.
Read more about GEN-1.5 in our blog post: [https://generalistai.com/blog/gen-1.5](https://www.youtube.com/redirect?event=video_description&redir_token=QUZZTVljRjZaVTNyQ3JzWWxSYlJUelBqLXpsRXxBTl9pYzRjZ0ZvUmlPekZwZnB1ekI5bnNoaVM2MklnVDdBU0E1VHhFZkZMUWFPVGFGTThDM0t3eTQtaEI4aUsweVQzLW5BdUtjN1cwb0lBR0t6aHkyUTJKckhOcmxUX09QbnZS&q=https%3A%2F%2Fgeneralistai.com%2Fblog%2Fgen-1.5&v=7OwU19Bs0Zw) …...more
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[### Generalist
14.1K subscribers](https://www.youtube.com/@Generalist_AI)
[Videos](https://www.youtube.com/channel/UCwV9z8IGmbUQUb5D8KSv3mQ/videos)[About](https://www.youtube.com/channel/UCwV9z8IGmbUQUb5D8KSv3mQ/about)
###
###
NaN / NaN
[1:23:21](https://www.youtube.com/watch?v=VbwM0t1oJQI)
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