The document discusses lessons that can be learned from the life sciences innovation system and applied to energy innovation based on differences in the two sectors' experiences with federal funding and priorities. It outlines six key lessons: 1) innovation requires slow and steady funding over decades; 2) a bottom-up research agenda directed funding better than top-down priorities; 3) intense competition drove innovation; 4) transparency and openness advanced cumulative progress; 5) rewarding innovators supported progress; and 6) diversity, adaptation, and organizational experimentation strengthened the system. Overall, the life sciences experience highlights the importance of sustained, diverse public investments to address complex challenges like climate change through incremental technological advances.