Given an infinite connected graph, a way to randomly perturb its metric is to assign random i.i.d. lengths to the edges. An open question attributed to Furstenberg ([Ke86]) is whether there exists a bi-infinite geodesic in first passage percolation on Z 2 , and more generally on Z n for n ≥ 2. Although the answer is generally conjectured to be negative, we give a positive answer for graphs satisfying some negative curvature assumption. Assuming only strict positivity and finite expectation of the random lengths, we prove that if a graph X has bounded degree and contains a Morse geodesic (e.g. is non-elementary Gromov hyperbolic), then almost surely, there exists a biinfinite geodesic in first passage percolation on X.Date: August 15, 2018. 2010 Mathematics Subject Classification. 82B43, 51F99, 97K50.