[lowsong]

That "nearly" is doing an awful lot of heavy lifting. It doesn't matter if your AI model is 99% or 99.99% accurate. For a tax return it has to be perfect every time or someone is at best getting a fine or at worst going to prison.

Sure, human error happens too, but humans take accountability. That's why accountants are a regulated profession. Until an AI company CEO is willing to go prison if the output of their model is wrong, these tools are worthless.

But don't take my word for it, head on over to Toot's own terms of service https://toot-books.pages.dev/terms#ai-not-advice

    Toot uses automated and AI systems to generate classifications and reconciliation suggestions. Output may be incomplete or wrong and must be reviewed by you.
    Toot is a software tool. It does not provide accounting, tax, legal, audit, or financial advice, and nothing it produces is a substitute for a qualified accountant or tax adviser. You are responsible for checking Output before approving it or relying on it, and for any decision you make based on it. To the extent permitted by law, we are not responsible for outcomes arising from automated Output you approve without review.

Comparing this to a human book keeper is farcical.

[rustcleaner]

What about errors resulting in overpaying taxes?

[senordevnyc]

That "nearly" is doing an awful lot of heavy lifting. It doesn't matter if your AI model is 99% or 99.99% accurate. For a tax return it has to be perfect every time or someone is at best getting a fine or at worst going to prison.

This is wildly out of touch with reality, at least in the US. The IRS barely audits anyone anymore, and if you make a mistake and they catch it, they often just correct it and send you a letter. You might pay a little in penalties, but it’s not that big of a deal. And I know literally dozens of small business owners who pretty blatantly dodge taxes in a hundred different ways and none of them have ever gotten so much as a slap on the wrist. And some of them have been audited!

[lowsong]

I don’t think “I know plenty of people who commit fraud anyway so who cares if it’s right” is the ringing endorsement of AI you think it is.

[senordevnyc]

This literally has nothing to do with AI? I’m pointing out that taxes aren’t some magical area where you must be exact to the penny or hellfire will rain down on you. Hundreds of millions of Americans file their taxes and many have mistakes major and minor, intentional and not. The world somehow keeps turning.