The New Keynesian model can explain stable inflation at low interest rates by considering temporary and permanent shocks to the natural rate and inflation. By analyzing these shocks, the model can replicate key economic variables and the term structure of interest rates. The term structure helps identify permanent shocks, and understanding nonlinear dynamics can lead to prolonged periods of low interest rates as a policy choice.