AICPA and CIMA introduce AI Accelerator Skills Program to bridge the gap between AI adoption and measurable business impact in accounting and finance, focusing on skills, leadership, and governance.
Researchers propose a trusted execution environment approach to make LLM-based grant evaluation auditable and contestable while protecting model and scoring logic from applicant gaming.
ArXiv paper argues enterprise AI agents in regulated domains (tax, underwriting, claims) require stateless design for auditability and compliance, challenging a decade of stateful memory research.
Researchers release IndiaFinBench, a 406-question evaluation dataset for testing LLM performance on Indian financial regulatory compliance and filings—addressing gap in non-Western financial NLP be...
Researchers propose an explainable ensemble learning approach using Shapley values to detect financial fraud while meeting OCC and Federal Reserve transparency requirements, addressing $32B annual ...
PCAOB report shows audit committee chairs increasingly consulting auditors about AI's effects on financial reporting and internal controls, signaling growing governance focus on AI risks.
AICPA and CIMA roll out intensive AI Skills Accelerator program to help accountants build AI competencies and develop the mindset needed to succeed with emerging technologies.
Professional liability insurers covering CPA firms are developing consensus that AI poses controllable risks requiring strong governance frameworks, though specific impacts remain unclear.
UK's HMRC tax authority rolls out AI copilot to nearly 28,000 employees, signaling major automation shift in tax administration and potential implications for taxpayer interactions.
arXiv paper introduces Cognitive Core, a decision substrate designed to prevent silent errors in AI systems handling regulatory compliance and institutional decisions like clinical triage and appeals.
De Jure pipeline uses iterative LLM self-refinement to automatically convert dense regulatory documents into structured, machine-readable rules—eliminating manual expert annotation in compliance wo...
IRS artificial intelligence initiatives are being derailed by severe staffing reductions and budget constraints, threatening the agency's automation capabilities.
Coinbase's Lawrence Zlatkin discusses new Form 1099-DA requirements for crypto taxation, cost basis challenges, stablecoin reporting inefficiencies, and policy advocacy in Washington for tax profes...
UK tax authority HMRC will require multi-factor authentication for tax agents in June 2026, a compliance measure affecting accountants and bookkeepers using government systems.