Shouqiao Wang

@Qiaoqiao2001

PhD candidate @Columbia_Biz; prev @PKU1898 School of Mathematical Sciences

New York, NY

Joined August 2023

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Shouqiao Wang
@Qiaoqiao2001
Jul 22
I solved 6 open Erdős problems in 5 days, using @OpenAI GPT-5.6 Sol. I have a math background, but the Codex workflow I used does not require deep mathematical knowledge. Here’s exactly how I approached it, including my prompts 🧵
Shouqiao Wang
@Qiaoqiao2001
Aug 1
This feels like the future of research: humans choose meaningful questions, contribute ideas and frameworks, and decide where to spend compute; AI explores at scale. The more AI helps us discover, the more important it becomes for humans to understand those discoveries and ask
Sebastien Bubeck
@SebastienBubeck
Aug 1
yes, nonsofic groups exist: this statement is one of many new beautiful results proved by Astra, our next major model. We're releasing 10 such Astra proofs, complete with lean certificates and CoT walkthroughs for each of them. The results are wide-ranging, from von Neumann
Shouqiao Wang
@Qiaoqiao2001
Jul 14
New paper with @malleshpai @Weiye_Xi @ciamac Volatility modeling for prediction markets 👇
Mallesh Pai
@malleshpai
Jul 14
🚨New Paper with @Weiye_Xi , @ciamac and @Qiaoqiao2001 Here’s two different prediction markets priced at ~6.5%: 1. Will the US confirm the existence of Aliens in 2026? 2. *that* Spurs @ Knicks Game 4, ~4th quarter. They suggest that both these events are the same probability,
Shouqiao Wang
@Qiaoqiao2001
Mar 26
As agents move into real deployment, static benchmarks stop being enough. What matters is whether an agent remains robust when the other side is learning how to exploit it for profit. In our paper, we study this through profit-driven red teaming.
Shouqiao Wang
@Qiaoqiao2001
Feb 9
Here’s a simple example of how we compute the breakdown: 2 liquidated longs are taken over by vault at 95 while fair price is 100 It then unwinds: • Sell 1 via ADL at 97 (fair price is 100) • Sell 1 via market at 96 (fair price is 99) Realized PnL = 97 + 96 − 2 × 95 = 3
Ruizhe Jia
@RuizheJia
Feb 9
HLP made ~$50M from the Oct 10 crash, and ~$20M again on Jan 31. Most debate focused on ADL. That's not where the money came from. With @ciamac (@Columbia_Biz @paradigm), @Qiaoqiao2001(@Columbia_Biz), and @xxxin001 (@StanfordMSE), we traced the full pipeline. Here's how it