Paul Hünermund

Paul Hünermund

@p-hunermund.com

Professor of Empirical Economics & Data Science at TU Munich | Heilbronn Data Science Center (HDSC) | Co-founder of causalscience.org http://www.p-hunermund.com

31.5K followers2.5K following7.7K posts

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The program for this year's Causal Data Science Meeting #CDSM26 is out! 38 talks over two days, Nov 4–5: double machine learning, diff-in-diff, causal discovery, LLM agents, and applied causal work from academia and industry.

As a proper European conference should be

Pietro Biroli@pietrobiroli.bsky.social

I just came back from the Italian economic society conference in Cagliari, Sardinia. Is it ok to have more pictures at the beach than at the conference?

Comments are very positive 😂

Springer Nature@springernature.com

How can AI support researchers in peer review? Springer Nature and Google DeepMind are partnering to co-design an AI peer review assistant that helps reviewers navigate manuscripts and focus on where their scientific judgement matters most. Learn more: spklr.io/63320EVgT8

Antitrust law has, unfortunately, failed America. And they're trying to come for Europe next.

Scott Horton@robertscotthorton.bsky.social

The Writers Guild on Musk blocking releasee of the documentary "Musk": "A small handful of billionaires now own virtually every major media company, news outlet, and social media platform and are demonstrating how this unchecked concentration over our news and media threatens democratic discourse."

Paul Hünermund reposted

The Writers Guild on Musk blocking releasee of the documentary "Musk": "A small handful of billionaires now own virtually every major media company, news outlet, and social media platform and are demonstrating how this unchecked concentration over our news and media threatens democratic discourse."

We have to use this freedom responsibly and have to remain accountable. But pretty much, yes.

Darren Dahly@statsepi.bsky.social

Social investment in universities to independently pursue knowledge for its own sake is the greatest driver of innovation we've every known. That is *the* message, and our leaders aren't doing nearly enough to help policy makers understand it.

Paul Hünermund reposted

I'm doing a project in which I'm checking peer review reports for certain papers and this GIF is coming to mind a lot. Very anecdotally, it seems more famous researchers get a much easier ride than lesser-known names

Paul Hünermund reposted

if you decide not to do college, you have to bootstrap - a core professional knowledge base - proof thereof - a professional network - a sense of yourself as "good at" your field - habits for delivering work regularly college just hands you all that at the tail end of peak lifetime neuroplasticity

jae (hallowed)@fubarchitect.com

for a lot of pmc shit you can even skip college if you decide "busting into the pmc without going to college" is a thing you're gonna do it's probably more likely than whatever else you're betting on! (tbc, as a college skipper - do college it's easier)

Paul Hünermund reposted

LLMs, asked to "peer" review 200 papers published this year in top science and medicine journals, either rejected or recommended major revisions 76% of the time. Telling the LLMs the paper was a revision paper made them much more generous. arxiv.org/abs/2610.31414

Paul Hünermund reposted

We acknowledge that no one has the bandwidth for this, but if it helps: -It’s ‘sleight of hand’ -It’s ‘bated breath’ -It’s ‘lo and behold’ -It's 'buck naked' -It’s ‘brass tacks’ -It’s ‘free rein’ -It’s ‘toe the line'

Paul Hünermund reposted

Excited by the "distinctively British" approach to AI, presumably we'll be nicking the bots from some other part of the world and allocating them by social class

Paul Hünermund reposted

The PHP Foundation, which coordinated fixes for two critical PHP flaws, operates on a shoestring budget with one full-time staff member and 14 contractors (Toby Sterling/Reuters) Main Link | Techmeme Permalink

Paul Hünermund reposted

Suppose in a couple centuries the genre of Fantasy isn't really around any more, and people try to describe it the way we now describe old genres that were popular for a long time, like picaresque. What would be the couple-sentence description?

We have a new paper out. Knightian uncertainty ("unknown uknowns") may be an important boundary condition for ML in strategy, and we need more research. But progress requires conceptual clarity about what we mean by KU and how different ML tools might address it. doi.org/10.1177/2755...

Paul Hünermund reposted

A serious weakness in this paper by King and Worthington: The judges for the AI peer reviews are *not* experts in the field. They are former journal editors but no claim is made to substantive expertise in the reviewed papers. AI-generated reviews sound good *if you don't know the substance well.*

I'm gonna write referee reports for your AI-created papers for $250 an hour (after taxes). Just dm me.

Peter Tennant@pwgtennant.bsky.social

Astonishing. Every single time I ask Opus about a causal infefence topic it's wrong in some important way.

Paul Hünermund reposted

Interesting. Of course, humans judge sample was only N=3, and they only read the reviews, not the paper itself. But I have the suspicious that the pattern will hold even with larger tests. The problem is how AI would be able to judge a truly novel idea, though the same is true for humans.

Ethan Mollick@emollick.bsky.social

By every measure, Opus 4.8 beats human experts as peer reviewers in a study of 124 Harvard social science papers covering a range from statistical analyses to formal models to qualitative work. As academics, we need to figure out how to adapt the practice of science to AI, and we need to do it fast

Paul Hünermund reposted

Wäre kommenden Sonntag Bundestagswahl, würden CDU/CSU laut Umfragen rund ein Drittel ihrer Stimmen verlieren. Doch welche Wähler wenden sich ab und kann die Union sie zurückgewinnen? Ein paar Zahlen aus Paneldaten seit Februar 2025. Ein Thread 🧵 (und hier als Text) juliuskoelzer.de/union-verlus...

Paul Hünermund reposted

Paul Hünermund reposted

If a paper is written by multiple authors, and one is more famous than the rest, it is so insulting to act as if all the ideas in the paper come from the famous researcher. It is an important tell if you see a scientist do this.

Paul Hünermund reposted

Like all econ reporters, I've spent the past couple years trying to understand what A.I. will mean for the economy and workers. It's been hard to reach any firm conclusions, because so much is uncertain: how technology will evolve, how quickly it will be adopted, how policymakers will respond.

Lie-kurt scale

Ben Harrap@bharrap.bsky.social

The most underrated thing about teaching Intro to R is that you get to choose how cohorts of #rstats users will go on to pronounce package names dplyr? dplyr? Or is it dplyr? They don't know, but they don't know that you don't know either!

Paul Hünermund reposted

📢 We're very excited that our own Christopher Klamm (University of Mannheim; LMU Munich) will present: “Blind Spots: What AI Benchmarks Don't Tell Us About Social Science Tasks” at the next session of the TaDa Fall Speaker Series Sign up for our newsletter🗞️at tada.cool for the Zoom link!

Paul Hünermund reposted

#EconSky: Going on the econ job market this year or know someone who is? Come to the free virtual job market workshop by Economists for Ukraine, featuring UC Berkeley's placement director Ben Handel and recent PhD graduate Yevhenii Usenko. Oct. 30, 11am EST econ4ua.org/events/job-m...

econ4ua.orgJob Market Workshop – Economists for UkraineA free virtual workshop on the econ job market, Friday, October 30, 2026, with Benjamin Handel (UC Berkeley) and Yevhenii Usenko (CU Boulder). Register now.

Paul Hünermund reposted

Replying to @walkerbragman.bsky.social

Musk’s wealth is a threat to democracy—not just in the U.S. but everywhere. He’s probably the greatest threat to the free world today.