>> Foods discovered via these searches are fed back into the database,
Aren’t LLMs also unreliable? How do you ensure the new content is from an authoritative, accurate source? How do you ensure the numbers that make it into the database are actually what the source provided?
According to the Methodology/About page
>> The LLM is tasked with creating complete nutritional values, explicitly explaining the rationale behind each value it generates. Outputs undergo rigorous validation steps,
Those rigorous validation steps were also created with LLMs, correct?
>> whose core innovations leveraged AI but didn’t explicitly market themselves as “AI products.”
Odd choice for an entirely AI based service. First thought I had after reading that was: must be because people don’t trust AI generated information. Seems disengenuous to minimize the AI aspect in marketing while this product only exists because of AI.
Great idea though, thanks for giving it a shot!