Comet has introduced new features in its Workspaces and Projects to streamline workflows and processes for machine learning teams, allowing data scientists to focus more on data science and less on logistics. Key updates include the ability to create and share interactive reports with colleagues and executives, and the introduction of ML Templates to standardize the approach to experiments, ensuring efficient transitions from planning to production while maintaining reproducibility and visibility. Additionally, Comet has integrated CodeCarbon, a tool developed in collaboration with Mila, BCG GAMMA, and Haverford College, into its platform to help developers estimate and reduce the carbon emissions associated with their computing resources. This integration includes an Emissions Tracking Template, encouraging teams to consider environmental impact in their projects.