there was one post that detailed how those OpenAI models hallucinate and double down on thier mistakes by "lying" - it speculated on a bunch of interesting reasons why this may be the case

recommended read - https://transluce.org/investigating-o3-truthfulness

I wonder if this is what's causing it to do badly in these cases