Building a Tax Conformance Kit
Odeva Labs가 네덜란드 및 기타 국가의 관광세(tourist tax) 계산을 위한 오픈소스 'Tax Conformance Kit'을 개발했다. 이 키트는 지방자치단체별 복잡한 세금 규칙을 데이터 모델로 체계화하여, 다양한 숙박 유형과 지역별 세율을 JSON 형태로 표현하고 테스트 가능한 규칙셋으로 관리한다. 또한, 국가별 차이(예: 네덜란드는 지방자치단체, 스페인은 자치지역 단위)를 반영하며, 자동화된 데이터 갱신 파이프라인을 통해 최신 법규를 반영한다. 이 도구는 관광세 계산의 반복 가능하고 설명 가능한 구현을 목표로 하며, 오픈소스라 개발자가 직접 확장 및 검증할 수 있다.
https://odeva.app/blog/building-a-tax-conformance-kit/
#opensource #taxcalculation #datamodel #automation #vacationrental
Property Taxes: A Local Revenue Source and How They Are Calculated
Learn how property taxes are calculated based on your property's value and local rates. Understand the impact on homeowners and what happens if you pay late.
#PropertyTax, #LocalTaxes, #HomeownerTips, #TaxCalculation, #PublicServices
https://newsletter.tf/how-property-taxes-are-calculated-and-why-they-matter-to-homeowners/
Property taxes fund local services like schools and roads. The amount you pay depends on your home's value and local tax rates set each year.
#PropertyTax, #LocalTaxes, #HomeownerTips, #TaxCalculation, #PublicServices
https://newsletter.tf/how-property-taxes-are-calculated-and-why-they-matter-to-homeowners/
TaxCalcBench: Evaluating Frontier Models on the Tax Calculation Task
https://arxiv.org/abs/2507.16126
#HackerNews #TaxCalcBench #FrontierModels #TaxCalculation #AIResearch #MachineLearning
Can AI file your taxes? Not yet. Calculating US personal income taxes is a task that requires building an understanding of vast amounts of English text and using that knowledge to carefully compute results. We propose TaxCalcBench, a benchmark for determining models' abilities to calculate personal income tax returns given all of the necessary information. Our experiment shows that state-of-the-art models succeed in calculating less than a third of federal income tax returns even on this simplified sample set. Our analysis concludes that models consistently misuse tax tables, make errors in tax calculation, and incorrectly determine eligibility. Our findings point to the need for additional infrastructure to apply LLMs to the personal income tax calculation task.
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Anupam 🇮🇳《ミ》λ≡
Saksham Agrawal