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Robotics hack
Framewise
Cuts robot perception costs 80–90% by never sending the same scene twice.
About this project
Cuts robot perception costs 80–90% by never sending the same scene twice. Pixel + semantic change detection gates inference; Gemma-27B answers first, escalates to Qwen-72B if uncertain. RAG, reranking, Tavily for additional robot context. All on Nebius.
Technologies
typescript
qwen
gemma
tavily
robotics