Artificial Intelligence - Articles

Tepperspectives is the heart of thought leadership for the Tepper School of Business at Carnegie Mellon University. Tepper school faculty and other experts share their research, innovations, and ideas for The Intelligent Future℠.

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Article

Is Entropy the New Key to Accounting?

Tepper School researchers introduce Accounting Classification Entropy, a novel measure derived from information theory that quantifies the structural information in corporate financial reports, which is proven to be significantly associated with stock returns, trading volumes, and financial analysts' resource allocation.

Podcast

Is AI Taking Jobs or Making Them Easier?

Tepper School faculty members Emily DeJeu and Brandy Aven discuss the future of artificial intelligence in the world of work.

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Article

AI in the Classroom: Build Skills, Not Shortcuts

Professor Emily DeJeu argues that general-purpose AI tools like ChatGPT can hinder student learning by encouraging shortcuts, but custom-built AI systems designed for pedagogy are proving effective at amplifying skill-building and deep engagement.