Seems like they may be hurting themselves in the long run, I hope it fails miserably
this post was submitted on 25 May 2025
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lol accounting….
The idea of AI accounting is so fucking funny to me. The problem is right in the name. They account for stuff. Accountants account for where stuff came from and where stuff went.
Machine learning algorithms are black boxes that can't show their work. They can absolutely do things like detect fraud and waste by detecting abnormalities in the data, but they absolutely can't do things like prove an absence of fraud and waste.
LLMs often use bizarre "reasoning" to come up with their responses. And if asked to explain those responses, they then use equally bizarre "reasoning." That's because the explanation is just another post-hoc response.
Unless explainability is built in, it is impossible to validate an LLM.
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No one should have to work in a call center, but I’m still hopeful about this being a good place for ai. Compared to crappy voice menus we have today, there’s a lot of potential
A huge part of the problem with voice menus is how tightly they’re scripted. They can only work for narrow use cases where you’re somehow knowledgeable enough to find the magic phrasing while being ignorant enough to have simple use cases and only do things the way they thought of.
Ai has the potential to respond to natural language and reply with anything in a knowledge base, even synthesize combinations. It could be much better than scripted voice menus are: more importantly it could be cheaper to implement so might actually happen.
I actually just did an evaluation of such a tool for internal support. This is for software engineers and specific to our company so not something you’re going to find premade. We’ve been collecting stuff in a wiki and just needed to point the agent at the wiki. The ai part was very successful, even if you think of it as a glorified search feature. It’s good at turning natural language questions into exactly what you need, and we just need to keep throwing stuff into the wiki!
Unfortunately I had to reject it for failing on the basics. For example it was decent at guiding you to write a work ticket when needed but there was no way to configure a url for our internal ticketing system. And there was no way to tell it to shut up.
Compared to crappy voice menus we have today, there’s a lot of potential
It's easy to get above rock bottom. Today's voice menus are already openly abusive of the customers.
Oh, demoralizing thought, when the AI call center agent becomes intentionally abusive... and don't think that companies, and especially government agencies, won't do that on purpose.
I have actually had semi-positive experiences with AI chat bot front ends, they're less afraid to refer to an actual human being who might know something as opposed to the call center front line humans who seem to be afraid they might lose their job if they admit the truth: that they have absolutely no clue how to help you.
Shifting the balance, drop the number of virtually untrained humans in the system by half, train the remaining ones twice as much, and let AI fill in for routing you to a hopefully appropriate "specialist."
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Enshittificatin intensifies
I am so glad I got out of IT before AI hit. I don’t know how I would have handled customer calls asking why our chat is telling them their shit works when it doesn’t or to cover their computer in cooking oils or whatever.
And only after they banged their head against the AI for two hours and are already pissed will they reach someone. No thanks.
Thank god I can troubleshoot on my own.
When VC and PE call a company or industry "mature" it means they don't see increasing revenue, only something to be sucked dry and sold for parts. To them, consistent revenue is worthless, it must be skyrocketing or nothing. If you want to see this in action right now, look what Broadcom is doing to VMWare. They also saw VMWare as a "mature company".
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Seems like it’s a great time to start a traditional call center or accounting firm and reap all the business from when this experiment falls through !
"What if we threw a ton of money after the absolute shit ton of money we threw away?"