Study shows retrieval improvements alone don't fix company entity resolution ...

FinSkillBench tests financial AI agents on portfolio, risk, and analysis tasks

HQ arXiv: AI + Accounting arXiv · 4d ago · 1 min read

Researchers introduce FinSkillBench, a 2,603-episode evaluation suite testing 9 AI models on financial workflows including portfolio construction and risk management, revealing gaps between knowled...

AI Platform Accelerates Insurance Reserve Estimation for Actuarial Tasks

HQ arXiv: AI + Accounting arXiv · 12d ago · 1 min read

Researchers propose an AI-powered insurance reserve intelligence platform to replace computationally expensive classical methods, speeding up sensitivity analysis and scenario evaluation for financ...

Finance leaders shift from AI pilots to real-world deployment

Auditoria.AI Blog RSS · 14d ago · 1 min read

Auditoria.AI's seventh annual survey finds finance organizations moving beyond experimentation into live AI deployment, with the real challenge now being implementation and change management rather...

Open-source LLMs tested for automated ESG reporting and KPI extraction

HQ arXiv: AI + Accounting arXiv · 23d ago · 1 min read

Researchers evaluate open-source large language models with retrieval-augmented generation for automating ESG KPI extraction from 498 real-world EU corporate reports, addressing a gap in domain-spe...

Structured Protocol Enables Auditable Agent-to-Agent Alpha Discovery

HQ arXiv: AI + Accounting arXiv · 1mo ago · 1 min read

Researchers propose VST, a typed messaging protocol for AI agents that creates verifiable, replayed audit trails in financial alpha discovery workflows, addressing traceability gaps in LLM-based mu...