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Jason Ma

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@JasonMa2020

jasonma2016.github.io Joined August 2018
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Jason Ma Verified account @JasonMa2020
This is already the present for SOTA robotics architecture
Archie Sengupta Verified account @archiexzzz Oct 30
let me predict the future robotics architecture:

> System 2:

LLM agents for long-horizon planning, task decomposition, tool/skill use, memory, and closed-loop replanning. mostly agentic harness + function calling.

> System 1:

A new hybrid VLA-WAM policy architecture. It will jointly model future world states + actions. MOT / dual-expert backbone. It will output action chunks or motion tokens.

> System 0:

A small (~10M to 100M) learned whole-body controller / tracking policy. it will convert sys 1 outputs into joint/torque commands w balance, contact, dynamics, and safety constraints. trained via RL + human motion priors.
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Jason Ma Verified account @JasonMa2020
When the New York Post calls your robot “the world’s most boring robot”, you know you are doing something right. 😭😂

This is actually the highest praise ever: when robots actually work, they are supposed to be boring, just calmly and reliably getting the job done.
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