I was hoping that LLMs being able to access strict tools, like Gemini using Python libraries, would finally give reliable results. So today I asked Gemini to s

I was hoping that LLMs being able to access strict tools, like Gemini using Python libraries, would finally give reliable results. So today I asked Gemini to simplify a mathematical expression with sympy. It did and explained to me how some part of the expression could be simplified wonderfully as a product of two factors. But it was all a lie. Even though I explicitly asked it to use sympy in order to avoid such hallucinations and get results that are actually correct, it used its own flawed reasoning on top and again gave me a completely wrong result. You still cannot trust LLMs. And that is a problem.