Robots’ Last Exam

Realistic challenges
for physical intelligence

Everyday environments, meaningful tasks,
and evidence-based evaluation for robots.

Explore the scenes ↗Contribute ↓

01 / ENVIRONMENTS

Scenes

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Robot and objects at the beverage counter

Existing simulation scene

Milk tea shop

A long-horizon task with real economic value. Fulfill a milk tea order from start to finish: follow the recipe to add tea, toppings, ice and sugar, then seal the cup and deliver the finished drink.

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01 / 01

01 / SCENE

Scene gallery

Coffee shop tasks

02 / PHYSICS

Physical realism

03 / INTERACTION

Functional objects

Building

04 / UNDER CONSTRUCTION

Robot World

Explore Robot World

05 / PARTICIPATE

Build the world
Define the exam

We’re inviting contributors to help shape the project’s environments, tasks, and evaluations.
Join as a Builder, a Sentinel, or both.

Co-authorship on the project paper

Contributors whose work meets the project’s contribution and authorship criteria will be included as co-authors.

New here? Choose “Request access” on the sign-in page.

BUILDER

Create scenes and
interactive assets

Build the world where robots learn, live, and evolve.

SENTINEL

Design tasks
Review evidence

Forge the trials. Define the frontier.