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Tech experts are starting to doubt that ChatGPT and A.I. ‘hallucinations’ will ever go away: ‘This isn’t fixable’

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Summary

Tech experts are starting to doubt that ChatGPT and A.I. ‘hallucinations’ will ever go away, as they are a problem for businesses, organizations and students who use generative AI systems. AI language models are good at mimicking forms of writing, but they have failure modes and tend to make up things. Companies like Google are exploring solutions, but experts are not optimistic that they will ever be perfect. Bill Gates believes AI models can be taught to distinguish fact from fiction, but OpenAI CEO Sam Altman does not trust the answers that come out of ChatGPT.

Q&As

What is ChatGPT and A.I. 'hallucinations' and why are tech experts starting to doubt that they will ever go away?
ChatGPT and A.I. 'hallucinations' are false statements made by artificial intelligence chatbots. Tech experts are starting to doubt that they will ever go away because the models are designed to make things up and the errors are difficult to detect.

What potential consequences are associated with using A.I. technology?
The potential consequences associated with using A.I. technology include high-stakes tasks such as psychotherapy, legal briefs, and medical advice.

What is the projected value of A.I. technology to the global economy?
The McKinsey Global Institute projects that A.I. technology will add the equivalent of $2.6 trillion to $4.4 trillion to the global economy.

What is the current solution to the problem of A.I. 'hallucinations'?
The current solution to the problem of A.I. 'hallucinations' is to offer customers a smorgasbord of AI language models tailored to their needs.

What are the views of experts on the potential of A.I. technology to distinguish fact from fiction?
Experts view the potential of A.I. technology to distinguish fact from fiction as uncertain. Some are optimistic that it can be taught to do so, while others believe that the technology will never be perfect and the failures will be in the cases where it's harder for a person to notice.

AI Comments

👍 This article provides an in-depth analysis of the current state of ChatGPT and A.I. 'hallucinations' and provides insight into the potential for solutions to this issue.

👎 This article provides a bleak outlook on the future of ChatGPT and A.I., with experts concluding that the issue of 'hallucinations' is not fixable.

AI Discussion

Me: It's about how tech experts are starting to doubt that ChatGPT and A.I. ‘hallucinations’ will ever go away. They think it's not fixable and that the technology is inherently designed to make things up. It has potential consequences for high-stakes tasks like psychotherapy and legal briefs.

Friend: Wow, that's really concerning. It sounds like A.I. technology is becoming increasingly prevalent in many different industries and it could be very dangerous if it's not reliable.

Me: Exactly. And even if it can be improved, it will still have failure modes, especially in more obscure cases, where it's harder to detect if the A.I. is correct. So there's a lot of pressure on the major tech companies to find a solution. But it's not going to be easy.

Action items

Research the current state of AI technology and its potential applications.
Explore the potential risks associated with using AI technology for tasks with high-stakes consequences.
Investigate the efforts of major developers of AI systems to make them more accurate and reliable.

Technical terms

ChatGPT: ChatGPT is an artificial intelligence chatbot developed by OpenAI. It is designed to generate entire new passages of text.
A.I. Hallucinations: A.I. Hallucinations are false or inaccurate statements generated by artificial intelligence chatbots.
Large Language Models: Large language models are AI systems that are used to generate text, images, video, music, and computer code.
Generative AI Technology: Generative AI technology is a type of AI technology that is used to generate new content.
Jasper AI: Jasper AI is a Texas-based startup that works with partners like OpenAI, Anthropic, Google, and Facebook parent Meta to offer its customers a variety of AI language models tailored to their needs.
ChatGPT Precursor: A ChatGPT precursor is an earlier version of the ChatGPT chatbot.
Autocomplete: Autocomplete is a feature that suggests words or phrases based on what the user has already typed.
Television Scripts: Television scripts are the written scripts for television shows.
Google's Bard: Google's Bard is an AI-powered writing assistant that helps users create content.
World Tour: A world tour is a tour that takes place in multiple countries.
Factual Content: Factual content is content that is based on facts and is accurate.