Geysers are systems that exhibit hydrothermal eruptive behavior at irr
egular and, occasionally, relatively regular intervals. Because geyser
dynamics are governed by strongly nonlinear differential equations, i
t is reasonable to expect that these systems are capable of displaying
chaotic behavior. Geyser dynamics are shown to be analogous to a simp
le conceptual model known to exhibit chaotic behavior. State space rec
onstructions of eruption interval data then show that the geyser Old F
aithful erupts at chaotic intervals. Establishing the system as chaoti
c explains the inability to predict long-term eruptive behavior of Old
Faithful.