AI in Accounting: Where LLMs Help (and Where They Get It Wrong)

you have this interesting seat where you're advising a lot of these companies on like what tools to use. And so I'm curious like what's actually being implemented right now? Where are these tools actually delivering value versus just a lot of hype? — I think that you can see a lot of benefit already from people leveraging the large, you know, language models to do things like write memos. There are um companies out there. There's systems out there that are kind of like co-pilots that help people think through the accounting research. One thing that is interesting is people will use that stuff as a crutch sometimes without understanding the underlying accounting principles behind it. And they sometimes get things, you know, pretty