I don't believe a pendulum's period is affected by its momentum at any point in its arc, just the length and its mass.
I invite an armchair physics teacher to explain why this is different. Probably something to do with shifting the center of mass closer to the axle.
The article repeatedly says they add weights to the pendulum though, which makes me wonder whether either (a) it's some connected mechanism they add weights to, or (b) this is somewhere reality diverges from the simple model.
They're added directly to the 'pendulum shelf' which looks like it's right at the top of the pendulum. That would adjust the length up (shorter) by a tiny amount by shifting the center of mass of the pendulum up. This squares with the simple model of a pendulum.