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This page is the root of the open-questions tree. Each research pillar has its own dedicated page with stream-specific questions grounded in the papers we've ingested. ``` Overview ├── 1. End-to-End Driving (9 questions…
Stream-specific open questions for the BEV perception and 3D occupancy pillar. See wiki/queries/open-questions for the full tree across all streams. 1. **Dense vs. sparse vs. Gaussian:** BEVNeXt revived dense BEV to 64.…
Stream-specific open questions for the end-to-end autonomous driving pillar. See wiki/queries/open-questions for the full tree across all streams. 1. **Unified vs. decoupled VLA:** Will EMMA's "everything as language to…
Stream-specific open questions for foundation models, scaling, and cross-embodiment transfer. See wiki/queries/open-questions for the full tree across all streams. 1. **Compute-optimal scaling for embodied AI:** Kaplan…
Stream-specific open questions for LLM reasoning applied to driving and robotics. See wiki/queries/open-questions for the full tree across all streams. 1. **Language at maturity:** As driving VLAs improve, does language…
Stream-specific open questions for the VLA pillar. See wiki/queries/open-questions for the full tree across all streams. 1. **Dual-system generality:** The dual-system pattern (slow VLM at 7-10 Hz + fast motor policy at…