OpenAI and rivals look for new ways to train AI as current methods show limitations
4 months, 2 weeks ago

OpenAI and rivals look for new ways to train AI as current methods show limitations

Hindustan Times  

Artificial intelligence companies such as OpenAI are trying to overcome unexpected delays and challenges in developing larger language models by using more human-like ways for algorithms to “think”, news agency Reuters reported. A symbol for the OpenAI virtual assistant arranged on a smartphone in Riga, Latvia, on Friday, Aug. 16, 2024 These techniques behind OpenAI's new o1 model could possibly reshape the AI arms race. Researchers at major AI labs have been running into delays and disappointing outcomes in the race of creating a large language model that outperforms OpenAI’s GPT-4 model, which is nearly two years old, according to the report. Training runs for these models end up costing tens of millions of dollars by simultaneously running hundreds of chips, according to the report which added that they more likely end up with hardware-induced failure because of how complicated the system is and that researchers may not know the eventual performance of the models until the end of the run, which can take months.

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