Mechanistic aspects of an E-selective alkyne semihydrogenation catalyst are studied through computational modeling and experimental model reactions. We previously communicated the semihydrogenation of diarylalkynes to produce trans-alkenes using the heterobimetallic catalyst (IMes)-AgRuCp(CO) 2 . In this report, we disclose further details on the catalyst decomposition products under catalytic conditions, the mechanism of bimetallic H 2 activation, and the factors affecting selectivity for E-alkene generation. Under hydrogenation conditions, the catalyst decomposition product HRuCp(CO)(IMes) was isolated and characterized. Resubmitting this species to the catalytic conditions did not provide useful hydrogenation catalysis, confirming the presence of a bimetallic mechanism under optimal catalytic conditions. The detailed nature of heterobimetallic H 2 activation was probed by calculating internuclear bond orders, atom/fragment charges, and NBO occupancies as functions of reaction coordinate for a model reaction between (IMe)CuRp and H 2 . The collected results indicate a late transition state involving deprotonation of a Cu(H 2 ) σ-complex by the proximal Rp fragment. Late stages of the reaction profile feature H···H dihydrogen bonding between (IMe)CuH and HRuCp(CO) 2 , indicative of heterolytic H 2 activation. NBO analysis indicates that the key orbital interactions involved in H 2 activation are (a) donation from the filled H 2 σ-orbital into a Cu 4p acceptor orbital and (b) back-donation from a filled Cu−Ru bonding orbital of predominantly Ru 4d character into the empty H 2 σ*-orbital. Experimental support for the previously proposed cascade alkyne → Z-alkene → E-alkene process was provided by stoichiometric reactions between HRuCp(CO) 2 and isolable (IPr)CuR models of catalytic (IMes)AgR intermediates (R = alkenyl, alkyl). The collected experimental results indicate that selectivity for E-alkene generation is dictated by the relative rates of monometallic β-hydride elimination and bimetallic alkane elimination, which are impacted by several structural features of the catalyst. The mechanistic detail provided by these studies will inform the development of second-generation hydrogenation catalysts.