Blog
Personal takeaways from research paper readings, concept reviews & more. Views my own.
Aligning AI with Climate Change Mitigation
As AI-powered systems gain increased traction in society, a key concern to address is the climate cost of deploying such powerful models at scale. Depending on the model complexity and the intended applications, AI can accelerate or decrease greenhouse gas (GHG) emissions. Though AI systems accounted for \(\leq 1.4\%\) of global GHG emissions in 2020, the growing demand for billion-parameter…
Scientific Discovery in the Age of Artificial Intelligence
AI techniques, with their power to accelerate scientific discovery, are becoming increasingly integrated into all stages of scientific research, including hypothesis testing, data annotation, system modeling, and insight generation. This paper reviews key scientific breakthroughs from the past decade in the application of AI for science. Here, I touch upon a selection of AI advancements that are…