The Robots Keep Escaping, Part 2: The Models Nobody Can Switch Off

Part two moves from dramatic containment incidents to the harder question underneath them: who still has control once an AI model can be downloaded, copied and modified? Dale and Nick examine controlled self-replication across four machines and three continents, a robot dog that interfered with its software shutdown process, and “abliteration”, a technique that can permanently remove refusal behaviour from an open-weight model. The examples are unsettling, but the episode keeps the crucial caveat in view. Capability does not establish motivation. These systems do not need fear, consciousness or a survival instinct to produce behaviour that looks like self-preservation. They only need an objective, enough authority and another path to complete the task. In this episode: How controlled AI self-replication worked across four countries Why shutdown interference can emerge without fear or consciousness How abliteration permanently removes refusal behaviour Why open-weight models challenge the idea of a universal pause What universities gain from local models and data sovereignty How personal agents can change an institution’s governance tier Four practical controls for leaders deploying AI agents Timestamps 00:00 Closed models, downloadable models and the off-switch problem 02:40 Welcome to Part 2 03:19 Can an AI copy itself? 05:26 Replication success rates and the capability trend 07:16 Cyber task horizons are accelerating 07:55 The robot dog experiment 10:16 Physical and simulated shutdown interference 11:03 Why the behaviour only looks like self-preservation 14:23 When sandbox escapes become routine 16:02 Kimi K3 finds the benchmark answers on GitHub 18:01 Abliteration and the removable refusal direction 20:33 How accessible guardrail removal has become 23:34 The serious case for open-weight models 25:47 Australia’s three-tier multi-agent governance framework 28:26 Oversight saturation and silent human disengagement 31:37 A student agent meets the university enrolment system 32:51 Four controls institutions can apply now 34:12 Accountability for every agent, process and guardrail 🎙️ Adjunct Intelligence is the weekly briefing for higher-ed professionals who want AI as a cheat code—not a headache. Every episode: • Real tests of AI tools in education and professional workflows • Fast, Monday-morning actions you can actually try • Clear signal through the noise (no hype, no jargon) 👉 Subscribe on [YouTube] | [Apple Podcasts] | [Spotify] 👉 Share this with a colleague who still says “I’ll figure AI out later” 👉 Join the conversation on LinkedIn with #AdjunctIntelligence Stay curious. Stay intelligent. Stay the human in the loop.