Cost-effective environmental policies may need different taxes for emission sources with external learning effects compared to those with autonomous technological change. Numerical simulations suggest that optimal taxes could be higher in industrialized countries than in developing ones. A flexible implementation of the Kyoto Protocol may not save as much money as expected due to spillover effects from technological growth in industrialized countries.