Squid Pay launches financial infrastructure for autonomous AI agents
Startup Squid Pay builds financial middleware enabling AI agents to transact while maintaining human oversight and control over spending autonomy.
The Wire — Page 4
2 more from HN: Accounting & AI
LLM Reasoning Traces Fail as Audit Records, Expert Warns
Industry experts caution that language model reasoning traces cannot serve as reliable audit records due to lack of verifiability, reproducibility, and compliance with established audit standards.
Accounting poised as first profession to see work fully displaced by AI
Opinion piece argues accounting may be the first professional field where AI and automation fundamentally replace human workers, not just augment them.
New benchmark tests AI agents' ability to handle ERP accounting tasks
BC-Bench evaluates agentic AI systems on real-world Microsoft Dynamics 365 Business Central tasks, revealing gaps between general AI performance and domain-specific ERP accounting work.
3 more from arXiv: AI + Accounting
Framework makes LLM-generated financial analysis auditable by design
Researcher proposes ontology-driven framework for enterprise finance LLMs that prioritizes auditability and traceability alongside accuracy, addressing adoption barriers in regulated FP&A workflows.
LLM agents fail to follow financial compliance rules despite citing them
ReguSim benchmark reveals DeepSeek and Gemini agents cite compliance rules but still violate constraints in trading scenarios, highlighting gaps between LLM reasoning and execution.
Study reveals LLM agent credit signals fail to identify causally important steps
Research auditing step-level credit assignment in LLM agents finds that LLM-judge scores, logprob ratios, and confidence signals fail to identify which steps actually matter better than chance when...
Makro releases specialized AI agents for accounting software
Makrosystem unveils GI (Gestora Inteligente), an upgraded AI assistant for its accounting platform that shifts from generalized AI to specialized agents focused on specific accounting tasks for fas...
2 more from YouTube: AI Accounting
AI as tool for accounting professional development, pan-American association ...
Inter-American Accounting Association hosts virtual panel on AI applications across accounting practice, covering private sector, public sector, and academic roles across the Americas.
CPAs Should Vet AI Features Before Adoption, Expert Says
Baxter of Alternative Payments outlines AI automation opportunities across front, mid, and back office accounting functions, advising CPAs to evaluate implementation strategically before deploying ...
MindBridge, Fieldguide Partner to Embed AI Transaction Analysis in Audit Plat...
MindBridge and Fieldguide integrate to embed transaction-level AI intelligence into audit workflows, combining MindBridge's data analysis with Fieldguide's AI-native platform.
Small businesses build custom accounting apps with AI tools, bypassing tradit...
Xero highlights how AI and LLM coding tools are enabling small businesses and accountants to build custom workflow solutions in-house rather than sourcing third-party apps, democratizing software d...
2 more from Xero Blog
Xero unveils AI-powered workflows for small business accounting
Xero announces AI innovations at Xerocon Denver targeting 5M customers with automated workflows and actionable insights; Modern Practice Playbook research shows measurable time savings for practice...
Xero announces AI platform integrating payroll, payments, and expenses
Xero unveiled integrated accounting, payroll, and payment capabilities at Xerocon, including AI-powered Casper tool to consolidate financial workflows across systems.
DualEntry's AI Copilot helps finance teams automate accounting with unified M...
DualEntry launches integrated AI Copilot and MCP server enabling small finance teams to automate bookkeeping tasks across docs and in-product workflows on a single platform.
AI agents handle MTD compliance for inaugural filing deadline
Accounting firms deploy AI agents to automate Making Tax Digital filing tasks ahead of first regulatory deadline, reducing manual workload.
UK confirms Peppol e-invoicing mandate for 2029; AI tools help finance teams ...
UK's mandatory Peppol e-invoicing deadline set for 2029 requires finance teams to adopt new standards; AppZen positions agentic AI as key to compliance preparation for AP, tax, and procurement.
Accounting firms must prepare data infrastructure for AI adoption
Suralink argues accounting firms need robust data readiness strategies before deploying AI tools, citing client demand and the risks of poor data quality undermining automation benefits.
AI-driven diamond org charts create succession crisis for accounting firms
As AI automates entry-level accounting work, firms are adopting "diamond" org charts with fewer partners and bloated manager layers, raising succession planning concerns for the profession.
EY speeds audits 125%+ with AI while NVIDIA deal raises Enron red flags
Audit leaders debate AI's dual role: EY reports audits 2.25x faster using AI agents, but experts warn NVIDIA's $500B financing echoes Enron's accounting tricks—raising questions about whether AI au...