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Multi-agent systems automate IT-Grundschutz compliance audits for SMEs

Researchers propose probabilistic multi-agent systems to automate labor-intensive IT-Grundschutz audits under NIS-2 Directive, reducing manual documentation and validation burden for compliance.

4 more from arXiv: AI + Accounting

LLM agents struggle with IPO due diligence, new benchmark reveals

Researcher evaluates Claude and ChatGPT on IPO financial analysis using S-1 filings, finding Finance Agent v2 inadequate for forward-looking IPO tasks; proposes automated rubric generation as impro...

LLM agents tackle IPO due diligence beyond standard SEC filings

Research paper evaluates frontier LLMs (Claude, ChatGPT) on IPO financial analysis tasks using automated rubric generation, extending Finance Agent v2 benchmarks to SEC S-1 filings and SpaceX IPO c...

Maxima launches Max, AI agent for enterprise accounting prep work

Maxima unveiled Max, an agentic AI platform designed to automate manual and recurring preparation tasks for enterprise accounting teams.

4 more from CPA Practice Advisor

Kinter launches autonomous AI agents for accounting teams

Kinter publicly unveiled AI accountants—autonomous agents designed to execute complex financial workflows for accounting firms, marking a direct product entry into agentic AI for the profession.

Taxfyle launches AI-native tax planning platform for RIAs

Taxfyle debuts Plan, an AI-driven tax strategy platform designed to automate manual tax planning workflows for registered investment advisors, replacing time-intensive manual processes.

Researcher audits 1B LLM tokens, exposes token compression billing discrepancy

An audit of 1 billion tokens reveals a major gap between token compression rates (99%) and actual billing, suggesting potential overcharges or token counting inconsistencies in LLM API pricing.

3 more from HN: Accounting & AI

AI emerges as top tool for faking receipts in expense fraud schemes

AI-generated fake receipts have become the primary method for expense fraud, replacing template-based approaches, according to Accounting Today reporting.

Brazilian accountant builds AI-powered SaaS to solve gap in market software

Roberto Dias Duarte, an accounting professional, created his own SaaS platform using AI to address unmet needs in accounting software, showcased in a live interview discussing AI's impact on the ac...

3 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.

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.

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