We introduce pathway complexity on a multicomponent systems level in chemically fueled transient DNA polymerization systems, achieving autonomous evolution over multiple structural dynamic steady states from monomers to dimers, oligomers of dimers to randomized polymer structures before being ultimately degraded back to monomers once the fuel is consumed. The enabling key principle is to design monomer species having kinetically selected molecular recognition in the structure-forming step and which are reconfigured in an enzymatic reaction network. This non-equilibrium systems chemistry approach to pathway complexity provides new conceptual insights in fuel-driven automatons and autonomous materials design.Nature relies on non-equilibrium structures and processes to perform work by dissipating energy stored in ATP or GTP. 1-4 Pathway complexity plays a pivotal role to associate those dynamic structures and thus realize a living system. For instance, intracellular signaling networks involve multiple steps of ATP/GTP-powered phosphorylation and enzyme activation for downstream regulations. 5-8 Thus far, synthetic systems with fuel-driven transient properties are developed in the fields of systems chemistry, materials science and synthetic biology. 4,[9][10][11][12] Synthetic systems requiring continuous energy influx have extended the features and functions of present-day functional materials. [13][14] Most presently existing fuel-driven systems show single trajectories of their non-equilibrium states, such as helical structure switching, 15 supramolecular polymerization, 14, 16 nanoreactors, 13, 17 transient hydrogels, [18][19] and photonic materials. 20 On the contrary, in classical supramolecular chemistry, pathway complexity is regularly exploited to transiently pass energetically downhill from metastable structures to equilibrium. 21-22 A relevant example showing multiple states in an autonomous fashion is the case of supramolecular helicity switching coupled to hydrolysis of environmental ATP to ADP, AMP, and to adenosine. 15 In directly chemically driven systems, Boekhoven and coworkers recently showed that small fuel amounts allowed the formation of reversibly assembling transient clusters, while large fuel amounts lead to a trapping of aggregates in a non-transient fashion. 23 Critically, pathway-controlled uphill fuel-driven systems involving multiple building blocks with an autonomous structural reconfiguration of multiple dynamic transient states have not been shown by any previous report. Such a concept would however be very valuable to promote a further integration of systems chemistry concepts with reaction networks and dissipative and transient structure formation.The difficulty in implementing such a concept in synthetic system is related to the need for highest levels of programmability and ability for deterministic autonomous reconfiguration leading to multiple transient dynamic steady-state (DySS) structures, which is a profound challenge in supramolecular chemistry. 24-26 On the contrary, DNA ...