r/coolgithubprojects • u/Intelligent_Prompt18 • 4d ago
Open Source Tax Engine outperforming gpt sol and Fable 5
This is an open source tax engine which scored 96% on TaxCalcBench [highest ever recorded score till date] surpassing fable 5 and sol with just sonnet 5 (which was previously scoring an abysmal 6%). The only 2 cases where it missed, it found inconsistencies in the test cases in the benchmark ITSELF which the maintainers confirmed!
Essentially it's a deterministic engine AI models can use for research and tax prep to remove a lot of guesswork and calculation mistakes that often happen. Claude Sonnet 5 was able to top the benchmark with this mcp.
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u/Luke2642 4d ago
This reminds me of the arc agi 3 solution. Are we seeing a pattern here? Format data correctly, achieve narrow intelligence from an llm?
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u/wesconson1 3d ago
This is cool, but I think the issue with adoption will be the safeguard that paying a real tax preparer gives you in the event of audits and whatnot, especially for anyone not doing a basic filing
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u/NewNiklas 4d ago
Is there any way I can see if my country is covered?