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.
Pinned
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.
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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.
Reposted by Peter Bergman
Reposted by Peter Bergman
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.
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.
November 20, 2025 at 11:06 PM
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.
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.
Reposted by Peter Bergman
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
November 21, 2025 at 12:12 AM
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
Reposted by Peter Bergman
Now that’s a lede.
Story by @taracopp.bsky.social and @michelleboorstein.bsky.social.
Read here: www.washingtonpost.com/national-sec...
Story by @taracopp.bsky.social and @michelleboorstein.bsky.social.
Read here: www.washingtonpost.com/national-sec...
November 20, 2025 at 6:39 PM
Now that’s a lede.
Story by @taracopp.bsky.social and @michelleboorstein.bsky.social.
Read here: www.washingtonpost.com/national-sec...
Story by @taracopp.bsky.social and @michelleboorstein.bsky.social.
Read here: www.washingtonpost.com/national-sec...
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
https://arxiv.org/html/2511.15304v1
November 20, 2025 at 6:10 PM
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…
Reposted by Peter Bergman
The American medical system only makes a twisted sort of sense when you realize it both reflects and enforces Calvinist / prosperity gospel thinking— if you were *really* good, you wouldn’t have gotten sick
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
November 19, 2025 at 2:05 PM
The American medical system only makes a twisted sort of sense when you realize it both reflects and enforces Calvinist / prosperity gospel thinking— if you were *really* good, you wouldn’t have gotten sick
Reposted by Peter Bergman
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...
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
November 19, 2025 at 2:01 PM
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...
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...
Reposted by Peter Bergman
🤣
"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...
"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...
November 19, 2025 at 12:58 AM
🤣
"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...
"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...
Reposted by Peter Bergman
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
November 18, 2025 at 6:02 PM
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
Reposted by Peter Bergman
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
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
November 17, 2025 at 3:05 AM
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
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
Reposted by Peter Bergman
Just a few years ago the economics profession completely marginalized @claudia-sahm.bsky.social for speaking out on this matter.
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
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
November 17, 2025 at 2:11 PM
Just a few years ago the economics profession completely marginalized @claudia-sahm.bsky.social for speaking out on this matter.
Reposted by Peter Bergman
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
November 15, 2025 at 7:41 PM
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
Reposted by Peter Bergman
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/...
www.barbarabiasi.com/uploads/1/0/...
November 15, 2025 at 12:44 AM
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/...
www.barbarabiasi.com/uploads/1/0/...
Reposted by Peter Bergman
You are laughing but my coffee plantation is ruined
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
November 14, 2025 at 10:59 PM
You are laughing but my coffee plantation is ruined
Reposted by Peter Bergman
As to point 3-a reminder that their cheerleading for Harvard-pays-half-a-bil has so far failed, and they have simply stopped talking about it, rather than explaining why it is they kept doing dirty work for the Trump admin.
A great story for journalists to find out the who/what/why/when on that
A great story for journalists to find out the who/what/why/when on that
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
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
November 14, 2025 at 10:55 PM
As to point 3-a reminder that their cheerleading for Harvard-pays-half-a-bil has so far failed, and they have simply stopped talking about it, rather than explaining why it is they kept doing dirty work for the Trump admin.
A great story for journalists to find out the who/what/why/when on that
A great story for journalists to find out the who/what/why/when on that
Reposted by Peter Bergman
2nd photo here, also by Vondruska
2/2
2/2
November 14, 2025 at 10:52 PM
2nd photo here, also by Vondruska
2/2
2/2
Reposted by Peter Bergman
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... 👇
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... 👇
November 12, 2025 at 3:58 PM
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... 👇
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... 👇
Reposted by Peter Bergman
In between things I've been checking in on the emails that mention "university" and uhh did we all know about this connection?
![Screenshot from the Epstein Document Search which reads: House_Oversight_029401
From: Donald Rubin
Sent: 1/22/2017 7:31:32 PM
To: jeffrey E. [jeeyacation@gmail.com]
Subject: Republican health care experts dismiss Donald Trump's ideas
Importance: High
https://www.statnews.com/20 1 6/03/04/trump -repub cans-health-care/? s camp aign=trendmd
Jeffrey,
This cannot be true, can it? This guy must be as dumb about this stuff as a tampon laced with arsenic!!
HELP!
Great meeting yesterday — really enjoyed it.
And happy birthday again, Don
Donald B. Rubin
John L. Loeb Professor of Statistics
Department of Statistics, Harvard University
1 Oxford Street
Cambridge MA 02138
HOUSE OVERSIGHT 029401](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:ozma3timm5c32fa7bimb4zaj/bafkreiezajc6f2rgwxrdx2242izbelpumkgdruc52pzu236rhovlcyfmde@jpeg)
November 13, 2025 at 6:30 PM
In between things I've been checking in on the emails that mention "university" and uhh did we all know about this connection?
Reposted by Peter Bergman
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
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
November 13, 2025 at 12:02 AM
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
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
Reposted by Peter Bergman
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
splendorous-chaja-f79791.netlify.app
Epstein Document Search
splendorous-chaja-f79791.netlify.app
November 13, 2025 at 1:12 AM
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
splendorous-chaja-f79791.netlify.app
Reposted by Peter Bergman
🚀 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)
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)
November 11, 2025 at 7:55 PM
🚀 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)
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)
Reposted by Peter Bergman
If anyone has a job market paper they would like me to repost, tag me and I will do my best to do so! Would love to follow what people are working on more closely.
November 10, 2025 at 10:54 PM
If anyone has a job market paper they would like me to repost, tag me and I will do my best to do so! Would love to follow what people are working on more closely.
If anyone has a job market paper they would like me to repost, tag me and I will do my best to do so! Would love to follow what people are working on more closely.
November 10, 2025 at 10:54 PM
If anyone has a job market paper they would like me to repost, tag me and I will do my best to do so! Would love to follow what people are working on more closely.
Reposted by Peter Bergman
Tell me you don’t understand risk pools without telling me you don’t understand risk pools
November 10, 2025 at 3:02 PM
Tell me you don’t understand risk pools without telling me you don’t understand risk pools