Effects of test-time scaling on robots vary by prompt

How does test-time scaling affect robots? We found that larger models, more thinking, and more context significantly help some prompts but not others. Similar to large language models, we can also train a router to achieve a better performance/latency trade-off! Paper: https://jadee-dao.github.io/direct/