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riddlemethat

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Universities today are seen as debt manufacturing facilities. Debt that cannot be discharged. AI is seen as an act of war against the world’s working classes. Rich people aren’t building bunkers in foreign countries and buying yachts the size of a town because we ran out of land in America. Buckle up for a wild tumultuous period of human history.

The downvotes are because my post was clear and they did not understand the point. We did not replace our CPA. We replaced the book keeper. The human CPA is the human in the middle reviewing the work of the AI. There is no responsible business owner alive today who would trust an LLM to replace their CPA, IMHO.

I stopped trying to use Claude to do anything with 4.7 because it sucks up so many tokens so quickly. I use the 4.6 model still and have switched to Codex for larger tasks. It also works better at more complex coding tasks than Claude for web apps that have python backends and typescript front ends.

Csv files are fine with a bot categorizing the expenses.

No need to have a desktop app to do entry.

Why would I worry about an LLM properly cataloging expenses (book keepers job) when we keep human in the loop with the CPA to check their work?

I think you don’t understand the problem the AI solved/reduced costs on.

I run a small business. I used AI to do book keeping for my LLC with two members (I have a partner). We had used a bookkeeper in previous years but we couldn’t ignore the potential cost savings of using AI. We have a CPA who said the books look great so we will likely no longer need a human to do book keeping. We were able to cancel Quickbooks because of this. Quickbooks (andvanced plan) alone was $3k/year in savings.

It’s still the best option for uptime, document analysis (on a cost basis), and Google is less likely to experience a significant cybersecurity breach than a less established company. They’ll be fine as long as they stay in the game even if they never have a Ferrari again plenty of people buy Toyota.

What’s fun for me these days is picking up a project I started with an LLM doing agent driven development a few months ago or even a year ago and hit a wall and stopped being able to be picked up by the latest version of Claude and/or codex and bringing it further. Some can now launch some still are too complex for the agent to build. But, it’s getting easier and easier to build personal apps. We are not far off from being able to say “Alexa, build me an app on my iPhone that lets me take pictures of the food in my fridge to compile the nutritional benefits and sync it with my workout app then compare it to the ideal ingredients I should eat based on my fitness goals in my health app and have it set to send me emails where it can find me better ingredients to buy that are cost effective, local, and meet my diet restrictions” and in 15 minutes that app suddenly exists.

MacBook Neo 5 months ago

This, coupled with the nightmare fuel that Windows has become as of 2026, means no one sane should buy a Windows computer. It's more expensive, more intrusive, and Microsoft management clearly has zero respect for its customers.

Good Riddance, 4o 5 months ago

I think that's part of it, but then the user perceives "personality changes" when the model changes due to differences in the model. Now they have lost their relationship because of the model change.

CoPilot has done more for Linux than anyone expected. I switched. I'm switching my elderly parents away next before they fall victim.