G2i has been on the front lines of this shift, spending the last two years embedded inside frontier AI labs building reinforcement learning environments, human evaluation workflows, and training data infrastructure. That hands-on experience has completely redefined how they vet engineers – not for what they can type, but for how they think, direct, and evaluate AI-generated output. In this session, we’ll unpack how reinforcement learning principles are reshaping technical assessment and what it means for anyone hiring engineering talent right now.