Economic Letter

Brief summaries of SF Fed economic research that explain in reader-friendly terms what our work means for the people we serve.

  • Latest

    Is Optimism for Artificial Intelligence Boosting Investment?

    U.S. business spending related to artificial intelligence (AI) grew substantially in 2025 among publicly traded firms, which account for the bulk of overall investment. Analyzing sentiment data from quarterly company earnings calls can help infer current and evolving optimism towards AI. Public firm data show growth in capital spending and research and development funding has come entirely from the largest companies that are positive about AI. While market concentration among large firms raises some challenges, optimism measures suggest that AI investment will continue to contribute to future overall investment growth.

Explore Archive

May 11, 2026

Greeshma Avaradi, Zheng Liu, Steven Zhao

May 4, 2026

Stephie Fried, Tobin Graf, Simar Malhotra, Sanjay Singh

April 6, 2026

Sylvain Leduc, Luiz Edgard Oliveira

March 31, 2026

Michael Bauer, Wesley Wasserburger

March 30, 2026

Naomi Halbersleben, Oscar Jorda, Fernanda Nechio

February 17, 2026

Daniel Wilson, Xiaoqing Zhou

February 9, 2026

Lora Dufresne, Mark Spiegel

February 2, 2026

Schuyler Louie, John Mondragon, Rami Najjar, Johannes Wieland

January 12, 2026

Leila Bengali, Ingrid Chen, Addie New-Schmidt, Nicolas Petrosky-Nadeau

January 5, 2026

Regis Barnichon, Aayush Singh

December 15, 2025

Wataru Miyamoto, Rami Najjar, Thuy Lan Nguyen, Dmitriy Sergeyev

November 24, 2025

Naomi Halbersleben, Oscar Jorda, Fernanda Nechio

November 19, 2025

Evgeniya Duzhak, Addie New-Schmidt

November 3, 2025

Greeshma Avaradi, Stephie Fried, Toby Graf, Marianna Kudlyak, Brandon Miskanic

October 14, 2025

Leila Bengali, Cheikh Fall

October 6, 2025

Rohit Garimella, Simon Kwan, Thomas Mertens

September 22, 2025

Joshua Blonz, Brigitte Roth-Tran, Sarah Siegel, Erin Troland, Cindy Zhao

September 2, 2025

Hamid Firooz, Sylvain Leduc, Zheng Liu, Deepika Baskar Prabhakar

August 18, 2025

Rohit Garimella, Oscar Jorda, Sanjay Singh