New Purdue University study is first-of-its-kind shows how a conversational AI based on a LLM framework called Talk2Drive uses GPT-4 to interpret human commands to guide autonomous vehicles.
machine learning and the capabilities of large language models . Transportation is one industry that AI may soon change dramatically.Systems
Today there are AI-powered autonomous vehicles on the road in San Francisco, Beijing, Phoenix, and Wuhan, and by 2027, an estimated 30% of all new vehicle sales will be partially autonomous cars that perform acceleration and steering under driver supervision according to Goldman Sachs Research. By 2040, Goldman Sachs analysts estimate that out of total car sales, 65% in the U.S. and 80% in Europe will be advanced autonomous vehicles.
Major auto manufacturers are incorporating Avs into their product lines. Automakers Tesla, Ford, Audi, Mercedes, Toyota, Nissan, and Volvo are testing self-driving cars according to the Insurance Information Institute. On October 10, 2024, at a “We, Robot” event in Los Angeles, Tesla CEO Elon Musk showcased its autonomous vehicles, including the Tesla Cybercab prototype, and its 20-seater Tesla Robovan.
For the Purdue University study, the researchers integrated their Talk2Drive framework with a 2019 Lexus RX450h and tested the solution using OpenAI’s LLM GPT-4, a large-scale transformer-based model that can product text outputs from images and text inputs and can contextually process more than 25,000 words of text.
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