The 2022 AI Index

Jack Clark on recent progress in deep learning, the rise of AI ethics, and what lies ahead for language models.

Data Science at Shopify

Wendy Foster on data science use cases, Responsible AI, and emerging tools such as large language models and multimodal models.

The Graph Intelligence Stack

Leo Meyerovich on how and why the best companies are adopting Graph Visual Analytics, Graph AI, and Graph Neural Networks.

Imperceptible NLP Attacks

Nicholas Boucher on adversarial examples that can be used to attack text-based models, and the state of homomorphic encryption for … More