Beyond Brute Force: The Era of Adaptive Intelligence
Sara Hooker explores the shift towards adaptive intelligence, detailing methods for building efficient and continuously evolving AI systems beyond brute-force approaches.
Biography:
Sara Hooker is a co-founder of Adaption Labs, which builds intelligence that continuously evolves. Sara leads a large team of AI researchers and engineers that build extremely efficient, adaptable systems. Sara Hooker was previously VP of Research at Cohere, and prior to Cohere, she built large systems in computer vision and NLP at Google DeepMind. Her research has been published in top venues including Nature, NeurIPS, ICML, ACL, ICLR, EMNLP, MLSys, and has been recognized with honors such as the ACL Best Paper Award and CACM front cover for her work on the Hardware Lottery. Her work has been featured in mainstream news outlets including TechCrunch, The New York Times, The Washington Post, Axios, MIT Technology, and The Atlantic.
Abstract: