How AI Is Transforming Economic Research and Analysis

Author: Neil Irwin (Axios, October 23, 2026) URL: https://www.axios.com/2026/10/23/ai-economic-research-analysis One-line: AI tools have become “shockingly good” at most of the economics profession’s output, from academia to newsroom economics teams, and Jason Furman has launched a site, Econvitals, to show it.

[PARTIAL] The capture is Axios’s “Smart Brevity” body with its bulleted sub-points stripped by the page extractor: it ends at the “bottom line” question of what Furman tells his undergraduates, without his answer. Re-capture before relying on the conclusion.

Key claims

• The big picture. AI can now carry out much of the work of economists “from the most elite halls of academia to think tanks, government agencies, consultancies, research shops and humble newsroom economics teams,” which raises “unnerving” questions about humans’ role in making sense of the economy.
• Econvitals. Jason Furman, Obama’s top White House economist and now co-teacher of Harvard’s introductory economics course, launched the site on Friday, October 23, with a wide range of data and AI analysis.
• Example. AI analysis of Federal Reserve officials’ speeches that scores how hawkish or dovish each one is, and how their views have shifted over time.
• Reliability. Furman: done properly, models are “better than any human” on factual reliability, and with fact-checking agents output is “completely reliable”; hallucination “is a combination of outdated or incompetent usage.”
• Limits. “It is still not as creative and exciting as the best humans”; it replaces routine analysis better than it generates new ideas, though “routine” keeps moving with each frontier model.
• Government. If he ran the Council of Economic Advisers today, he would rely heavily on AI for analysis.

How it connects

• AI’s Boost to the US Economy Is Nearing Its Peak: the same week’s macro read on where AI’s payoff is (and isn’t) showing up.
• What Will Be Scarce: Alex Imas’s argument about which work stays human as analysis gets cheap.