Artificial intelligence (AI) has become increasingly popular, with AI chatbots being widely used. However, there is a concern about AI chatbots generating fabricated information and presenting it as factual and correct, a phenomenon referred to as "hallucination." This occurs because AI chatbots are trained on large amounts of data to recognize patterns and connections between words and topics. While they can generate outputs that sound correct, they may not actually be true.
An example of AI hallucination occurred when lawyers submitted a legal brief written by ChatGPT to a federal judge, which included fake quotes and non-existent court cases. This highlights the importance of understanding how AI chatbots work and being aware of their potential inaccuracies.
OpenAI and Google, two major players in the AI field, are taking steps to address hallucination. Google encourages users to provide feedback on inaccurate responses generated by its AI chatbot, Bard, so that it can learn and improve. OpenAI has implemented a strategy called "process supervision," which rewards the AI model for using proper reasoning to arrive at an output, rather than just focusing on generating a correct response.
Both organizations emphasize the need for users to double-check AI chatbot responses for factual errors, even if they are presented as true. While AI tools like ChatGPT and Bard can be convenient, they are not infallible.
The impact of AI hallucination on the future of language and life has led Dictionary.com to choose "hallucinate" as its word of the year. The word reflects the potential of AI technologies and the challenge of distinguishing fact from fiction in an era of rapid technological advancements.
In conclusion, AI hallucination is a concern when it comes to AI chatbots generating fabricated information and presenting it as factual and correct. OpenAI and Google are working on ways to reduce hallucination, but users should still analyze AI chatbot responses for factual errors. AI tools can be convenient, but they are not without their flaws.