We all are witness to the incredibly frenetic race to develop AI tools, which publicly kicked off on Nov. 30, 2022, with the release of ChatGPT by OpenAI. While the race was well underway prior to the first public release, we have been able to follow, version by version, the updates from OpenAI (GPT), Google (Gemini) and Anthropic (Claude), which are among the many versions of AI for personal and commercial use. This competition has been fast and furious. One of the most disturbing issues that has surfaced along the way has been the proclivity of generative AI to hallucinate.

In 2023, IBM dug into the hallucination issue :

“Generally, if a user makes a request of a GenAI tool, they desire an output that appropriately addresses the prompt (that is, a correct answer to a question). Howev

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