formula- tion and exploratory evaluations, facilitating frontier models’ responsible advancement and deployment. The insights gained from these evaluations would then inform the iterative process of risk assessment operational context of model deployment. Evolution of Red Lines into Standards Today, red lines seek to proactively identify risk thresholds for responsible model deployment that, Reaching a consensus mitigation strate- gies are effective and are implemented, adapting to the evolving capabilities and deployment of frontier models. Conclusion Frontier Model Evaluation Science Day underscored the paramount

minimizes energy consumption but also enhances operational throughput, particularly through the deployment of energy-efficient pick-and-place machines in SMT processes. Additionally, the facility’s architecture