We formulated a hypothesis on the thermodynamic nature of measurements, the measurement equilibration hypothesis (MEH), positing that the 'collapse' of the quantum wave function can be fully understood in terms of pure state equilibration ideas, extending thermalisation hypotheses to out of equilibrium scenarios involving information acquisition. We proved that quantum processes do not adhere to the same thermodynamic limitations, expressed in classical system by so called thermodymaic uncertainty relations (TUR). Indeed, we can show that precision is not fundamentally bounded by entropy produced in the process. Furthermore we prove a fundamental trade-off between precision and resolution of clocks, study the impact of imperfect clocks on quantum circuits, derive optimal procedures for Landauer erasure of information. Finally, we put forward the first fully autonomous model of quantum computation (aQPU) that allows for a full accounting of thermodynamic resources in information processing. On the way to these main results we happened upon many further results in the mathematical characterisation of quantum states, entanglement theory, quantum many-body systems and other thermodynamic insights. Altogether more than 30 papers were put on the preprint server or published in the first period of the grant.