The New “LLMs”: How Long-Lasting Mechanisms for Decision-making Can Turn AI Investment into Lasting Impact
Authors: Heather Lanthorn, Joao Ricardo Nickenig Vissoci, Krishna Udayakumar Key Takeaways Accelerating AI investment amid shrinking health aid creates new opportunities and new challenges. While new commitments are promising, they are multi-year investments that depend on rapidly eroding health systems and a smaller workforce. Country-aligned investments can still create silos. Governments must integrate donor-funded AI investments into a sovereign agenda, national plans, and budgets—and retain the authority to redirect, sequence, or decline them. AI tools will make evidence more accessible and choices more plentiful; humans must still make tough decisions. Governments need pipeline visibility and durable decision mechanisms to compare AI tools with one another and with other health priorities. AI can strengthen public judgment; it cannot replace the people accountable for exercising it. AI investments must strengthen long-lasting mechanisms…








