Peter Bergman
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peterbergman.bsky.social
Peter Bergman
@peterbergman.bsky.social

Associate Prof. of Economics @utaustin. Director http://learningcollider.org. @NBERpubs affiliate. Co-Chair @mit @jpal edtech. Schmidt Futures Innovation Fellow. www.peter-bergman.com.

Education 48%
Economics 13%
Pinned
Our work now published showing how better AI can improve both accuracy and diversity in hiring relative to supervised learning tools and status-quo human hiring.
Li, @lindseyraymond.bsky.social & @peterbergman.bsky.social show that incorporating exploration into an interview screening algorithm improves demographic diversity & hiring efficiency, while traditional supervised learning-only tools improve hiring rates at the expense of minority applicants.

👇
Phil Knight is almost single handedly funding the OR GOP, one of the more extreme state GOPs in the country. Keep that in mind next time you’re in the market for sportswear or sneakers. www.oregonlive.com/politics/202...
Nike co-founder Phil Knight makes record-setting donation to help elect Republicans
It is the single largest donation Knight has made to an Oregon candidate or political action committee.
www.oregonlive.com
CNN: Breaking news… this is big, we have learned that the justice department's case against former FBI director Jim Comey and the New York attorney general have both been dismissed
Update on the state of the job market courtesy of a nudge by @gottliebecon.bsky.social

It's bad!

paulgp.com/2025/11/24/j...
Economics Job Market Update: November 2025 - A Historic Low
paulgp.com
Recently accepted by #QJE, “Republican Support and Economic Hardship: The Enduring Effects of the Opioid Epidemic,” by Arteaga (@caroartc.bsky.social) and Barone (@vickybarone.bsky.social): doi.org/10.1093/qje/...
Republican Support and Economic Hardship: The Enduring Effects Of the Opioid Epidemic
Abstract. In this paper, we establish a causal connection between two of the most salient social developments in the United States over the past decades: t
doi.org
In Monrovia, California, protesters are purchasing 17¢ ICE scrapers from Home Depot and immediately returning them to create long lines and slow down the entire store. Their aim is to disrupt sales and convey a message opposing ICE raids occurring in their neighborhood.
The partisan divide has grown, too. The wealthiest 100 tended to give more to Republicans than to Democrats before last year. But giving to the GOP spiked in 2024, with *84%* of donations going to back Republicans or conservative PACs.
America 2025.
ICE’s Detention Center outside Chicago was sued on October 30 for allegedly abusing detainees. One day later, a "system crash" lost all video footage that could have shown how detainees were being treated. trib.al/QwT3aqI
I'm on the #EconJobMarket! I study how policies and childhood environments shape outcomes of low-income & vulnerable kids.

In my JMP, I study the effects of allowing youth who would have aged out of foster care at 18 to stay until 21—offering support their peers not in foster care get from parents.

Was advising some edtech companies re: their AI tutors recently, and I found that if you ask your AI tutor to create an acrostic for you, it is willing to spell out some pretty creative words and phrases…
Looks like LLMs are *very* vulnerable to attack via poetic allusion: "curated poetic prompts yielded high attack-success rates (ASR), with some providers exceeding 90% ..."

https://arxiv.org/html/2511.15304v1
Looks like LLMs are *very* vulnerable to attack via poetic allusion: "curated poetic prompts yielded high attack-success rates (ASR), with some providers exceeding 90% ..."

https://arxiv.org/html/2511.15304v1

Wonder what’s up with Buddy…tough watching him take 15 threes when he’s shooting <32% on the season.
I spoke with the Boston Globe about the Summers situation

TLDR: other professors like myself can no longer trust Summers to perform a key duty of a university professor, which is to advise & mentor students

www.bostonglobe.com/2025/11/18/m...
Long a coveted voice, Larry Summers withdraws from a half-dozen groups amid Epstein ties. Harvard’s not among them. - The Boston Globe
Former Harvard president Larry Summers is no longer affiliated with a series of centers and think tanks with which he’s long been involved, officials confirmed Tuesday.
www.bostonglobe.com
🤣
"orgs listed on Summers’ résumé disputed his involvement ... Brookings Institution, a left-leaning think tank, said Tuesday that Summers 'is not & has not been a member' of the org’s Board of Trustees, which Summers’ résumé listed him as serving on since '02."
www.bostonglobe.com/2025/11/18/m...
NBER @nber.org · 6d
Developing a step-by-step guide to leniency designs, drawing on recent econometric literatures, from Paul Goldsmith-Pinkham, @instrumenthull.bsky.social, and Michal Kolesár www.nber.org/papers/w34473
Summers conferred with Epstein frequently about how to extract sexual favors from a Harvard econ grad (AB '04, PhD '09)

The grad is from China

Epstein and Summers referred to her by the codename "Peril"

Racism and sexual exploitation in one efficient package

bit.ly/3LHpin8
As Summers Sought Clandestine Relationship With Woman He Called a Mentee, Epstein Was His ‘Wing Man’ | News | The Harvard Crimson
When former Harvard President Lawrence H. Summers was pursuing a romantic relationship with a woman he described as a mentee, he turned to a longtime associate for guidance: convicted sex offender Jef...
bit.ly
Excited to be here at @appam.bsky.social to present our work on inequalities in access to occupations, as part of a panel session on labor market transitions organised by @jscottclayton.bsky.social

+1
Update your syllabus and stay on the frontier - it will increase your students’ wages. Epic work by my colleagues @barbarabiasi.com and @profsongma.bsky.social #linkoftheday

www.barbarabiasi.com/uploads/1/0/...
2nd photo here, also by Vondruska

2/2
1) 'Why I Resigned' from UVa Prez 100% worth reading www.documentcloud.org/documents/26...

2) Events were forced by NYT story w leaked info that he was under pressure to resign. UVa prez has 'no idea' where leaks came from (See below.)

3) FWIW same NYT team did leaked "Harvard will cave" stories
BREAKING: President Trump drops tariffs on beef, coffee and tropical fruit as pressure builds on consumer prices.
Trump drops tariffs on beef, coffee, tropical fruit as pressure builds on consumer prices
President Donald Trump has signed an executive order to get rid of tariffs on a broad swath of commodities, including beef, coffee and tropical fruits.
bit.ly
James Van Der Beek is auctioning off ‘Dawson’s Creek’ and ‘Varsity Blues’ merchandise to pay for his cancer treatments.
James Van Der Beek Sells Dawson’s Creek Merch to Pay for Cancer Treatment
James Van Der Beek is auctioning off ‘Dawson’s Creek’ and ‘Varsity Blues’ merchandise to pay for his cancer treatments.
www.vulture.com
In between things I've been checking in on the emails that mention "university" and uhh did we all know about this connection?
For folks (and journalists) who want to search the Oversight Committee email texts, I made a database for searching the 20k text files:

splendorous-chaja-f79791.netlify.app
Epstein Document Search
splendorous-chaja-f79791.netlify.app
I am shooting my shot.

I love writing op-eds.

@teenvogue.com was my main outlet, but if there are any others (especially independently ran) that are looking for a contributing writer on race, gender, and the economy, I'd love to work with you.

Signed,

A Black woman who writes for the public
Here's my thread of this year's new scholars in Economics of Education and Education Policy.

These PhD students and postdocs are on the job market, so take a look (and spread the word to others who might benefit from exposure).

And now onto the scholars... 👇
🚀 I'm on the #EconSky Job Market!

My JMP asks a classic question:
Do large, dominant firms foster or hinder innovation?

To study this, I turn to the Great Merger Wave (1895–1904), when >2,600 U.S. firms combined into corporate giants like U.S. Steel and DuPont.

A JMP 🧵👇 (1/13)