July 2026
Intermediate
372 pages
8h 35m
English
Content preview from AI-Powered Accounting with Excel and Power BI
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4
Why AI Is Fundamentally Different
Most accountants approach AI tools the way they have approached every previous wave of finance technology – as a slightly more capable spreadsheet or a slightly cleverer reporting tool. That mental model is the source of almost every avoidable failure we have observed.
AI is not a slightly more capable spreadsheet. It is a fundamentally different category of tool, with different operating principles, different failure modes, and a different relationship to the truth. Understanding the difference properly is the most leveraged hour of reading you can do before you spend another minute prompting an AI.
The following topics will be covered in the chapter:
- Deterministic versus probabilistic systems
- The "Many ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.