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Furthermore, the sheer volume of real-world driving data that Tesla collects cannot be understated. It enables the company to model complex driving scenarios and refine its AI algorithms based on practical experiences, enhancing their algorithms’ accuracy and effectiveness.
The Challenge of Achieving AGI in Autonomous Vehicles
While the developments by Deep Seek might suggest a pathway to improved efficiencies in AI training and inference, experts warn that anyone attempting to surpass Tesla in the field of autonomy would need to tackle the formidable challenge of achieving artificial general intelligence (AGI). Current systems have not yet demonstrated the capability to independently learn and adapt to driving tasks from the ground up without substantial human-influenced data input.