In the early years, getting AI models like ChatGPT or its rival Cohere to spit out human-like responses required vast teams of low-cost workers helping...
STOCKHOLM/SAN FRANCISCO - In the early years, getting AI models like ChatGPT or its rival Cohere to spit out human-like responses required vast teams of low-cost workers helping models distinguish basic facts such as if an image was of a car or a carrot.
For more training, Cohere, which was last valued at over $5 billion, works with a startup called Invisible Tech. Cohere is one of the main rivals of OpenAI and specializes in AI for businesses. Invisible was founded in 2015 as a workflow automation company catering to the likes of food delivery company DoorDash to digitize their delivery menu. But things changed when a relatively unknown research firm called OpenAI contacted them in the spring of 2022, ahead of the public launch of ChatGPT."OpenAI came to us with a problem, which is that when you were asking an early version of ChatGPT a question, it was going to hallucinate.
"These are all companies that had training challenges, where their number one cost was compute power, and then the number two cost is quality training," Pedraza said.OpenAI, which started off the frenzy around GenAI, has a team of researchers aptly named "Human Data Team" that works with AI trainers to gather specialized data for training its models like ChatGPT.
"OpenAI has some of the most incredible computer scientists in the world but they're not necessarily an expert in Swedish history or chemistry questions or biology questions or anything you can ask it," Pedraza said, adding that over 1,000 contract workers cater to OpenAI alone.
Invisible Trainers Hallucinations Cohere Companies Invisible Tech Training Partners Francis Pedraza AI Training Partner
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