Maryland signed HB643 in April 2026, becoming the 39th state to approve an alternative CPA licensing path. Candidates who pass the CPA exam can now get licensed through two years of firm experience instead of a fifth year of college. NASBA is tracking the rollout across the remaining states.

The Signal  — Small CPA firms have struggled for years to find qualified candidates because the 150-credit requirement narrowed the pipeline. This change opens the door to a bigger candidate pool without lowering exam standards. Firms that update their hiring criteria before October 1 will have an edge. What to watch: Whether the remaining 11 states adopt similar reforms by year-end and how the AICPA's CPE requirements adapt to the new licensing track.

A Sage and IDC study found finance professionals spend 12.9 hours a week validating AI outputs, nearly a third of the workweek. The problem is opacity: most AI tools don't show their logic, so teams reconstruct calculations manually. Sage is pushing a glass-box model that shows exactly where each number came from.

The Signal  — If your team adopted AI to save time, this study suggests you are spending much of that saved time checking the AI's work instead. The validation burden falls hardest on teams without a clear data governance process. Glass-box AI, where the reasoning is visible, cuts that burden significantly. What to watch: Whether major vendors like Oracle, SAP and Sage actually deliver on explainable AI promises, or whether glass box stays a marketing term.

U.S. GDP grew 2% in Q1 2026, driven largely by corporate AI capital spending on data centers, compute and infrastructure. In the same quarter, Microsoft's CFO said headcount will keep falling as the company reallocates budget toward AI. The BEA attributed a meaningful share of the growth to tech investment rather than consumer demand.

The Signal  — This is what an AI-driven productivity shift looks like in real numbers: the economy expands, but the expansion concentrates in capital, not labor. Finance teams and CFOs modeling workforce costs should note that AI adoption at large competitors typically means headcount reductions, not just tool additions. What to watch: Q2 earnings calls, specifically whether other tech companies follow Microsoft's framing of AI spend as a direct substitute for headcount.