This chapter identifies significant policy and military intersections between the evolving international cybersecurity and autonomous weapons systems (AWS) policy regimes that should receive deeper policy attention. So far, within policy discussions on lethal autonomous weapons systems (LAWS), there seems to have been less focus on related cyber implications compared with other policy questions. This is mirrored within the international cybersecurity policy community where AWS, maturing autonomous cyber technologies, and component technologies like artificial intelligence (AI) have not yet garnered extensive attention publicly. So far, most of the focus on AWS has centred on physical platforms for land, sea, air, space, and undersea, and not the cyber domain. Discussions surrounding AWS have generally been held under the rubric of the Convention on Conventional Weapons (CCW). Nevertheless, threat assessment reports and analysts are highlighting this subject more frequently. This chapter addresses these gaps by first unpacking the nature of so-called AWS and then highlighting a number of potential arms race considerations as well as consequences of the widespread adoption of autonomous technologies for warfare. It then proposes a framework to deal with the impact of autonomy on international security policies—namely strengthening technical safeguards and addressing the policy implications for international cyber stability. Lastly, the chapter argues for a need to ensure norm coherence and careful analysis of the implications arising from either banning or legitimizing maturing autonomous capabilities for international cybersecurity and AWS regimes.