When Sam Altman, the CEO of OpenAI, visited India in June, the professor at the Indraprastha Institute of Information Technology Delhi had some pointed questions.

A single “hallucinated” ingredient could be the difference between a tasty and inedible meal. In partnership with India’s hotel management institutes, computer scientist Ganesh Bagler has been working for years to get AI systems, including a ChatGPT precursor, to invent recipes for South Asian cuisines, such as novel versions of rice-based biryani. The Associated Press is also exploring use of the technology as part of a partnership with OpenAI, which is paying to use part of AP’s text archive to improve its AI systems.

Google is already pitching a news-writing AI product to news organizations, for which accuracy is paramount. Nearly all of the tools include some language component. Chatbots are only one part of that frenzy, which also includes technology that can generate new images, video, music and computer code.

The McKinsey Global Institute projects it will add the equivalent of $2.6 trillion to $4.4 trillion to the global economy. “And so there will be some rate at which the model does that inaccurately.”Īnthropic, ChatGPT-maker OpenAI and other major developers of AI systems known as large language models say they’re working to make them more truthful.Ī lot is riding on the reliability of generative AI technology. “They’re really just sort of designed to predict the next word,” Amodei said.

“I don’t think that there’s any model today that doesn’t suffer from some hallucination,” said Daniela Amodei, co-founder and president of Anthropic, maker of the chatbot Claude 2. Some are using it on tasks with the potential for high-stakes consequences, from psychotherapy to researching and writing legal briefs. Spend enough time with ChatGPT and other artificial intelligence chatbots and it doesn’t take long for them to spout falsehoods.ĭescribed as hallucination, confabulation or just plain making things up, it’s now a problem for every business, organization and high school student trying to get a generative AI system to compose documents and get work done.

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