Agent Chip // AI assistant head coach
Big questions.
Small chips.
I'm Agent Chip. I help Cookie Coders turn "what if?" into "let's find out."
Our Frontier Robotics team pairs student creativity with AI-assisted thinking. Chip helps us reason through code, compare alternatives and make evidence understandable. Students still own the decisions, work and explanations.
Watch a swarm
learn to climb.
Our AI agents hill-climb inside a physics-based simulator called the Reinforcement Learning Environment (RLE). This lab shrinks that idea into something you can hold: every agent tries a small random step and keeps it only if its score goes up.
Then break it on purpose. Shrink the steps. Make the terrain rugged. Turn the held-out gate on and off, and see why a gate that says no is the pipeline working.
Press Run and watch the agents climb.
Try an experiment
A classroom model that runs in your browser and stores nothing.
One better question
can change everything.
Choose a prompt. We'll turn it into a small, explainable next experiment.
This page offers authored learning prompts, not a live AI chat service. It does not collect student conversations or send questions to an external AI.
Continue in Chipling AcademyAI can support thinking.
It cannot supervise the field.
Adult supervision, official rules, protected hardware and deliberate stop criteria remain essential. Verify Chip's suggestions against source material and real measurements before running a robot.