# A machine meets a changing world

Choose a goal, solve an illustrative inverse-kinematics problem, inspect bounded collision-aware replanning and run the computed motion.

Canonical: https://brightaifuture.com/experiences/physical-workshop
Format: experience
Source publication: Not established
Bright publication: 2026-09-06
Substantive update: None recorded

## What you can explore

Choose a goal, solve an illustrative inverse-kinematics problem, inspect bounded collision-aware replanning and run the computed motion.

## Capabilities and fallback

WebGL2 (work surface)

JavaScript (custom kinematic solver)

HTML (target inputs, computed results and limitations)

## Limits

An authored kinematic simulation, not a trained robot, measured breakthrough or real deployment.

## Provenance and history

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## Original sources



## Continue exploring

- [Readable evidence guide](https://brightaifuture.com/evidence)