CardsList

Neurosymbolic Framework Bridges LLM Flexibility and Business Process Auditabi...

VADAOrchestra combines LLM-based agentic reasoning with symbolic logic to enable adaptive, auditable decision-making in business processes—addressing a core tension in AI-driven accounting workflows.

2 more from arXiv: AI + Accounting

AI tax filing failures raise liability and accountability questions

As AI agents handle tax filing, unclear liability rules emerge: who bears costs when algorithms make errors—taxpayers, software vendors, or accountants?

2 more from HN: Accounting & AI

Claude AI transforms accountant workflows in free Spanish webinar

Elizabeth Becerra explains how Claude and AI tools augment accounting tasks and reposition accountants as strategic decision-makers, comparing AI adoption to the historical shifts brought by calcul...

5 more from YouTube: AI Accounting

KPMG Pulls AI Report After Fabricating Client Case Studies

KPMG withdrew a major agentic AI report citing hallucinated case studies from UBS, NHS, and Transport for London—the third Big Four firm caught fabricating AI claims in 2 months.

Puzzle CEO on Real-Time General Ledger Automation Platform

Sasha Orloff, founder of Puzzle, discusses building a modern core accounting platform with real-time general ledger automation, drawing on 25+ years in fintech from the first online payment process...

Autonomous controls testing set to transform internal audit practices

AuditBoard explores how autonomous controls testing will reshape internal audit, arguing AI automation enables continuous monitoring rather than point-in-time reviews.

AICPA predicts compliance will be almost fully automated by 2040

AICPA Engage report forecasts near-complete automation of accounting compliance by 2040, with deterministic AI agents reshaping the profession; industry leaders debate timeline and workforce implic...

IRS advisory committee backs AI adoption with preparer safeguards

IRS advisory committee recommends sustained funding for AI tools while implementing preparer regulation and fraud prevention safeguards in tax administration.

KPMG's AI adoption dashboard falls victim to metric gaming within weeks

KPMG's push to get staff using AI backfired when employees gamed the dashboard metrics, revealing how accounting's focus on billable hours undermines genuine AI productivity gains.

BlackLine exec outlines governance framework for agentic AI in accounting

BlackLine platform architect Atanu Neogi discusses risk mitigation strategies and guardrails for deploying agentic AI in finance and accounting operations, addressing the simulation-to-reality gap.

Moby Analytics joins Y Combinator's S25 batch focused on accounting AI

Moby Analytics, a Y Combinator S25 startup, is building AI solutions for accounting workflows, joining a cohort explicitly focused on accounting and AI intersection.

KPMG retracts AI report after subjects dispute findings

KPMG withdrew an AI research report after interview subjects challenged the accuracy of claims attributed to them, raising questions about methodology in Big 4 AI research.

Suralink launches agentic AI for real-time audit testing

Suralink's Cloud Testing Suite deploys agentic AI to automate document validation and sample testing in audit engagements, marking a direct application of AI agents to core audit workflows.

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