Antonyms for the term "reasoning about" could include irrational thinking, illogical reasoning, and senseless analysis. These opposing concepts suggest a lack of structure, clarity, or critical thinking skills when attempting to draw conclusions or analyze information. Whereas reasoning about involves careful evaluation of evidence, logical deduction, and critical questioning, these antonyms describe a more haphazard or disjointed thought process. Additionally, they imply an inability to connect ideas, draw conclusions, or make sense of complex information. Therefore, it is important to avoid these antonyms when engaging in rigorous analysis or critical thinking to ensure accurate and valid reasoning.