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Posts by Shengwu Li

I've been working on a new tool, Refine, to make scholars more productive. If you're interested in being among the very first to try the beta, please read on.

Refine leverages the best current AI models to draw your attention to potential errors and clarity issues in research paper drafts.

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8 months ago 320 88 28 22
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Using time series graphs to make causal claims be like

9 months ago 850 161 11 7
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Swap Regret and Correlated Equilibria Beyond Normal-Form Games Swap regret is a notion that has proven itself to be central to the study of general-sum normal-form games, with swap-regret minimization leading to convergence to the set of correlated equilibria and...

Delighted (and honestly a little bit stunned) that our paper “Swap Regret and Correlated Equilibria Beyond Normal-Form Games” was just awarded both the “Best Paper” and “Best Student Paper” at EC! arxiv.org/abs/2502.20229

9 months ago 63 5 3 1

This skeet is in celebration of 75 years of Nash equilibrium.

9 months ago 4 0 1 0

At least, we can make the following interesting statement about zero-sum games but not about general games: “if there are two players, then there is a Nash equilibrium in minimax strategies.”

9 months ago 2 0 1 0

Yes, and I have difficulty reconciling the (strong) reading of Itai’s statement with the intuition that the class of all zero-sum games includes the class of two-player zero-sum games, and those are special.

9 months ago 4 0 2 0

Reminder that N player zero-sum games can represent arbitrary (N-1) player games, by the use of a dummy player.

9 months ago 49 5 5 0
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With rent control in the news, it’s a good moment to recall the research of @rebeccadiamond.bsky.social and co-authors.

They show that strict rent control in San Francisco reduced the availability of rental housing, eventually *raising* rental costs.
doi.org/10.1257/aer....

9 months ago 115 36 2 10
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Evicting Science from D.C.: the NSF building and it's History Wall

Evicting NSF from their building in Washington is pretty revealing. But if they auction off its History Wall, I know which tile I’d bid on. Here’s the list to choose from…
marketdesigner.blogspot.com/2025/06/evic...

9 months ago 11 2 0 0
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A New Pyramid-Like Shape Always Lands the Same Side Up | Quanta Magazine A tetrahedron is the simplest Platonic solid. Mathematicians have now made one that’s stable only on one side, confirming a decades-old conjecture.

A New Pyramid-Like Shape Always Lands the Same Side Up. A tetrahedron is the simplest Platonic solid. Mathematicians have now made one that’s stable only on one side, confirming a decades-old conjecture. www.quantamagazine.org/a-new-pyrami...

9 months ago 25 9 1 0
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Your A.I. Radiologist Will Not Be With You Soon

If AI can't kill radiologists' careers, can it really kill anyone's? www.nytimes.com/2025/05/14/t...

10 months ago 8 4 2 1

What is common knowledge in your field, but shocks outsiders?

If two people have the same priors, and their posteriors for an event A are common knowledge, then those posteriors are equal.

10 months ago 10 0 0 0

bsky.app/profile/cfca...

10 months ago 1 0 0 0
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Re-upping my advice about how to write a good title and abstract for an academic paper, appropriately called:

"How to Write a Title and Abstract"

Feel free to share this thread, which will focus on titles.

#EconSky #AcademicSky

10 months ago 224 73 10 7
10 months ago 26 0 3 0

Jason Hartline likes cocktails with lemon juice.

10 months ago 4 0 2 0
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I have exactly one paper that uses “unique”, and every use is in the mathematical sense.

Probably I overuse semicolons.

10 months ago 1 0 0 0
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New working paper alert: we provide a model of post-hoc rationalizations, driven by motives of (self-)esteem. We show how this can lead to groupthink, polarization, and a preference for echo chambers.

www.ifo.de/sites/defaul...

11 months ago 43 8 1 3

Look, if the WSJ could cluster their standard errors then all would be right in the world.

11 months ago 4 0 0 0

While we’re at it, can we have a ruling that the press can’t take a correlational study and assert causation by innuendo?

11 months ago 2 0 1 0

For what it’s worth, as a reader I’d really appreciate knowing how much was disclosed to the editorial team.

And it would give authors incentives to push for more transparency where feasible.

11 months ago 10 0 1 0

Thank you for shedding light on this!

Is there any way to know, by reading the published paper, whether the identity of the data source was available to the editors?

11 months ago 3 0 1 0
Data and Code Availability Policy

Our policy is already too long to cover all possible scenarios, I am told (repeatedly...), but it is very clear "access to the data and code is nonexclusive to the authors" in line 1 ... www.aeaweb.org/journals/dat... Need an exception? See line 3, and a discussion w/ editor + me ensues.

11 months ago 11 4 1 0

Thank you for doing this! (Is this policy public? It would be great if it were common knowledge.)

11 months ago 4 0 1 0

A sensible implementation would involve the editor contacting the company directly.

11 months ago 2 0 1 0

I have one suggestion for reform:

bsky.app/profile/shen...

11 months ago 8 0 0 0
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And this is good for honest authors with anonymous data! It helps differentiate them from fraudsters.

11 months ago 11 0 1 0

Letting the journal know the firm’s identity strikes a balance between the firm’s privacy concerns and the journal’s interest in preventing fraud.

11 months ago 9 1 1 0

Maybe journals should have a policy that data from anonymous sources will be verified by the journal before publication.

The editor could contact the firm, to verify that it exists and that the study was conducted as stated.

@aeadata.bsky.social is this feasible or am I missing something?

11 months ago 72 10 3 4

I say this with the bias of hindsight.

11 months ago 50 1 2 0