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Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot

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arxiv 2505.10257 v1 pith:JAMFH7Z2 submitted 2025-05-15 cs.CV

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot

classification cs.CV
keywords drivingdeergeneralistdifferentsagesuper-alignedachievesalignment
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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The intelligent driving cockpit, an important part of intelligent driving, needs to match different users' comfort, interaction, and safety needs. This paper aims to build a Super-Aligned and GEneralist DRiving agent, SAGE DeeR. Sage Deer achieves three highlights: (1) Super alignment: It achieves different reactions according to different people's preferences and biases. (2) Generalist: It can understand the multi-view and multi-mode inputs to reason the user's physiological indicators, facial emotions, hand movements, body movements, driving scenarios, and behavioral decisions. (3) Self-Eliciting: It can elicit implicit thought chains in the language space to further increase generalist and super-aligned abilities. Besides, we collected multiple data sets and built a large-scale benchmark. This benchmark measures the deer's perceptual decision-making ability and the super alignment's accuracy.

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