By Jacqueline Winter, CFO and CISO, ActiveState Every finance team knows what an unbooked liability does. It accrues quietly, it lands in several places at once, and it surfaces the day someone outside the company asks a question you can't answer. Open source governance has become that kind of liability, and it now has a name. The AI Remediation Bill , research ActiveState published on October 20, 2026 with Moving Horizon, surveyed 307 security, governance, platform, and engineering leaders at enterprises with 1,000 or more employees. Its finding is uncomfortable for anyone who sits on an audit committee. The downstream cost of AI-assisted development is real, it is spread across engineering, operations, compliance, and security, and each team pays its share out of its own budget. Engineering's share is one line on the bill Start with the line that is easiest to count. Engineers spend at least 139 hours a year, more than 17 working days, fixing or revisiting AI-assisted develop...