Explainer | Why the Foundation Matters More Than the Model

This article examines the shareholder proposals that went to vote at Alphabet, Amazon and Meta this proxy season and how they fared with shareholders, with a spotlight on AI-related resolutions.

Glass Lewis president Diederik Timmer discusses the role of AI in proxy advisory services, evolving shareholder voting practices and the firm's customized voting policies.

This article examines how the sudden withdrawal of a frontier AI model underscores the importance of trusted data, domain expertise, and human oversight in building resilient investment stewardship workflows.

This explainer compares two AI approaches to proxy voting, where one is an AI-first pipeline, and the other is a an expertise-governed model that embeds analyst judgment into its entire architecture.