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dan (bayes gays)

@danielluopi

bayesian persuasion, taylor swift, and yuzuru hanyu stan | happy free confused and lonely at the same time | phd and @nsf grf @mitecon | past @northwesternu

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16.05.2023
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Latest posts by dan (bayes gays) @danielluopi

๐Ÿฅบ

17.05.2025 02:32 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

yes :) but yea theory production function is very different -- just trying to justify why i got fooled!

17.05.2025 02:25 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

i actually think this is relatively expected in theory now; frank yang went on the market with 2 solo t5 r&rs, roberto corrao w/ 3 (coauthored, student only), giacomo, etc etc....

17.05.2025 02:25 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

*lanzani

17.05.2025 02:19 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

also giacomo lanai wrote a solo QJE that was published either his 3rd or 4th year

17.05.2025 02:18 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

harry pei (*published* his second year: bpb-us-e1.wpmucdn.com/sites.northw...)

17.05.2025 02:15 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

one of them found a typo!

07.05.2025 02:46 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

are you calling me smelly :(

07.05.2025 02:45 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
A pair of tweets from Daniel Luo, a.k.a. daniel (michelle steel hate account). The first includes his marked-up version of Linda McMahon's letter to Harvard with the comment "our secretary of 'education.'"

The second: to all the republicans mad about this tweet i would be SO OWNED if you went through my preprints and pointed out all the typos and awkward constructions i would NEVER recover PLEASE don't red-pen my proof appendices

A pair of tweets from Daniel Luo, a.k.a. daniel (michelle steel hate account). The first includes his marked-up version of Linda McMahon's letter to Harvard with the comment "our secretary of 'education.'" The second: to all the republicans mad about this tweet i would be SO OWNED if you went through my preprints and pointed out all the typos and awkward constructions i would NEVER recover PLEASE don't red-pen my proof appendices

No, Harvard didn't mark up Linda McMahon's letter and send it back to her! That markup was a Twitter/X joke by MIT economics grad student Daniel Luo x.com/danielluo_pi

07.05.2025 01:21 ๐Ÿ‘ 1444 ๐Ÿ” 366 ๐Ÿ’ฌ 21 ๐Ÿ“Œ 90

i go to mit :(

07.05.2025 02:29 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

That is, funnily enough, a different set of corrections.

07.05.2025 02:16 ๐Ÿ‘ 8 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

GIRL I WROTE THIS x.com/danielluo_pi...

07.05.2025 02:17 ๐Ÿ‘ 12 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 4
Post image

WE ARE BACK next week!!! On Thursday, 24 April 2025, Alexander Wolitzky (MIT) will present "Marginal Reputation" (joint work with Daniel Luo). Our guest panellists: Jeff Ely and Elliot Lipnowski. Share the news! @jeffely.bsky.social @elliotlip.bsky.social

16.04.2025 12:09 ๐Ÿ‘ 7 ๐Ÿ” 4 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 2

8yo is suddenly super into Taylor Swift. Two observations:
1) OMG I'm so relieved she's finally listening to "real" music rather than kid music.
2) It turns out Taylor Swift is pretty catchy, actually.

23.11.2024 19:21 ๐Ÿ‘ 4 ๐Ÿ” 1 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

MANY ARE SAYING!!!

23.11.2024 19:24 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
x.com

edit: link update here drive.google.com/file/d/1KmPJ...

22.11.2024 20:01 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Google Drive: Sign-in Access Google Drive with a Google account (for personal use) or Google Workspace account (for business use).

That's everything for now! The paper does a lot more and can be found below -- any feedback is welcome :) (15/15)

drive.google.com/drive/u/0/fo...

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thus, we show that in a majority of cases, the commitment assumption is relatively innocuous, but there are also some situations where it does have real bite and can't necessarily be microfounded reputationally, as first suggested by Rayo and Segal (2010). (14/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

We identify a graph-theoretic condition that ensures sender can secure their Bayesian persuasion payoff, which accomodates all deterministic signals, monotone partitions (with randomization at the boundaries), upper censorship, etc. but does *not* include all bi-pooling policies. (13/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Finally, we use this characterization to think about state-independent persuasion when (1) receiver never sees past state realizations and (2) sender has a "grain of truth," e.g. pays a vanishingly small cost for sending messages. (12/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

The CM condition tightly characterizes equilibrium payoffs in one-dimensional games where the LR players payoff between their signal and action is strictly supermodular: they get (at most) at least their payoff from a monotone strategy when SR players break ties (for) against them. (11/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

This also gives an upper bound: in *any* equilibrium, if the LR player is likely to be rational, their highest possible payoff is a strategy inducing a (weakly) cyclically monotone graph. The proof is a new application of the martingale convergence theorem, if anyone's interested :)
(10/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Our condition is stated in optimal transport terms: a strategy is confound-defeating if and only if its graph has (strictly) cyclically monotone support. This is a new, strict version of well-known sufficiency conditions in the optimal transport literature, dating back to Rochet, 1987. (9/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

The key idea is that the LR player's commitment strategy must outperform in the stage game all other strategies that generate the same marginals. If this is the case, then SR players can draw the "right" inference about what the LR player is doing from just marginal data. (8/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

However, all is not lost. In fact, we identify a new condition, "confound-defeatingness," which is sufficient to guarantee the LR player a high payoff even in the game above. (7/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

This phenomena is much more general; for example, in repeated communication games, we can never rule out the equilibrium where the LR player babbles and produces a marginal distribution identical to the one produced by their commitment strategy. (6/15)

22.11.2024 19:54 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thus, both challenging and not challenging are 0-confirmed best replies to the commitment in this game. Formally, the standard reputation literature can only guarantee our long-run player their minimax payoff, which is far from optimal! (5/15)

22.11.2024 19:54 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Standard reputation results (e.g. Fudenberg-Levine 1992) can't tell us much in this case: the conditional strategy (fight iff challenge detected) generates the same marginal distribution over actions as one that fights with independent probability after each signal. (4/15)

22.11.2024 19:54 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Consider a deterrence game. An incumbent privately detects if a challenger has entered, and can choose to fight or not fight. Their optimal action is to fight if and only if a challenge is detected, but all future potential challengers see is if they fought, not why they did.
(3/15)

22.11.2024 19:54 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

We study repeated games where a long-run player privately observes some signal, then takes a publicly monitored action. Short-run players see only the LR player's past actions, and thus the LR player can only develop a reputation for marginal play over actions, not their entire strategy. (2/15)

22.11.2024 19:54 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0