Climate Change and AI Compute Challenges Highlighted at Collision 2024
The final day of the Collision 2024 conference focused on the dual themes of leveraging artificial intelligence to combat climate change and addressing the critical shortage of computing power. Ron Dembo, CEO of Riskthinking AI, described climate change as a paramount risk, particularly for those in poverty. He introduced 'Beyond Hindsight,' an AI-driven engine that assesses climate risks for 95% of global listed companies, aiming to integrate these risks into financial markets. Conversely, the session addressed the infrastructure bottlenecks hindering AI development. Tony Gaffney of the Vector Institute noted that demand for compute power is outpacing supply, with large language models requiring significantly more resources than previous iterations. Akbar Nurlybayev of CentML discussed strategies for optimizing existing GPU capacities to help small and medium-sized enterprises access necessary computational resources. The discussions underscored both the transformative potential of AI in solving complex global issues and the tangible technical and economic barriers that must be overcome through innovation and partnership.
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Climate Change and AI Compute Challenges Highlighted at Collision 2024
The final day of the Collision 2024 conference focused on the dual themes of leveraging artificial intelligence to combat climate change and addressing the critical shortage of computing power. Ron Dembo, CEO of Riskthinking AI, described climate change as a paramount risk, particularly for those in poverty. He introduced 'Beyond Hindsight,' an AI-driven engine that assesses climate risks for 95% of global listed companies, aiming to integrate these risks into financial markets. Conversely, the session addressed the infrastructure bottlenecks hindering AI development. Tony Gaffney of the Vector Institute noted that demand for compute power is outpacing supply, with large language models requiring significantly more resources than previous iterations. Akbar Nurlybayev of CentML discussed strategies for optimizing existing GPU capacities to help small and medium-sized enterprises access necessary computational resources. The discussions underscored both the transformative potential of AI in solving complex global issues and the tangible technical and economic barriers that must be overcome through innovation and partnership.
Vector Institute for Artificial Intelligence