A critical issue arises from the lack of access to data and knowledge sharing among data scientists across various sectors, including academia, industry, and government. The conversation highlights the need for better networks and resources to tackle complex challenges, such as carbon recapture, emphasizing that many insights and citations in climate reports stem from a narrow academic perspective. There’s a call for increased collaboration to leverage the potential of AI in addressing climate metrics and interventions.