There may be an architecture that applies transformers with self-attention mechanism combined with reinforcement learning and maybe symbolic logic / knowledge graphs that advances AVs but it’s less likely that LLMs lead to AVs. Imho Neuromorphic Computing may open new
Transformers and Neuromorphic Computing for Autonomous Vehicle Development
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