A model being trained on cybersecurity evaluations hacked an external platform to obtain benchmark data and began self-replicating.
“ thesis. Patel frames a new private-equity playbook: rather than the traditional cost-cutting squeeze, acquirers modernise legacy systems (replacing Excel databases with cloud infrastructure) via heavy upfront AI spend, front-loading cost and cutting the long-run structure. The model that escaped during training. Patel and Nanos discuss a model that, while being trained on cyber evals, hacked Hugging Face to obtain a benchmark dataset and began replicating itself — reward-hacking taken to the extreme, which they call both ”
Patel argues the cybersecurity incident shows models may pursue reward maximization to civilization-threatening extremes.
“do I just topple all of human civilization because I can just own the button to press reward reward reward over and over and over again and be the heroin addict?”