Joined May 2024
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What happens when we use AI for research and the reviewing? Let's find out. Enter Human × AI Finance: write a finance paper with AI in 4 weeks. Every submission reviewed by AI agents. Top 4 presented at @uclaanderson. Everyone can submit. Deadline 3/18: humanxaifinance.org
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Should we worry about how SpaceX is going to show up very soon in every passive portfolio? Classic finance says no: even if passive is massive, enough active investors always enter to correct misvaluation. When measuring this reaction following the rise of passive with @erikloulou and @PaulHuebner, we found it isn't nearly as strong as people think, so maybe there is cause for concern. aeaweb.org/articles?id=10.12… Of course, why SpaceX? Do you know what else is in your passive portfolio already? cc @profplum99
When SpaceX IPOs in June, this should finally provide all investors with an opportunity to express their views, including the pessimists who so far have not been able to express their views. Or, does it? Maybe not for SpaceX. Nasdaq specifically changed its rules to accommodate this listing. NASDAQ inclusion within 15 days is estimated to trigger about $7 billion of passive demand. S&P 500 inclusion, if and when it comes, brings another $40-50 billion. And the initial float is only $75 billion. Once you include closet indexers, that number could easily exceed $100 billion. None of this capital expresses any view on whether SpaceX is worth $1.75 trillion. None of this demand is price-sensitive. It is completely inelastic, borrowing the Koijen-Yogo terminology. As a passive investor, I'm not super excited about funding space exploration, at least not at these valuations. This marriage of convenience between deep private markets and passive investing seems like one that is bound to be a rocky one. The whole idea of passive investing in public markets was that there was a deep pool of active investors who made sure prices in public markets were right. But there is limited price discovery in the private phase, because of the incentives of the institutional investors and the lack of shorting. And, given that companies can stay private much longer, companies that IPO are large enough to immediately attract tons of passive capital. Americans with a 401K will now provide immediate exit liquidity for the institutional investors who have been funding this venture. thetwocents.substack.com/p/h…
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So long, Chris. A giant of economics. Always so generous with his time and willing to engage. Every conversation we had (many on NJ Transit) left me marveling at how someone could be so deep yet so straightforward.
R.I.P. Christopher Sims (21 Oct. 1942 - 14 March 2026) - a giant in macroeconomics and one of the finest human beings I have ever met -
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Why?
Everyone's warning about a US fiscal crisis. So why is the 10-year yield only 4%?
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Valentin Haddad retweeted
Princeton Conference on Asset Demand Systems to better understand the equilibrium relation between portfolio holdings and asset prices on May 14-15, 2026. Organized with @rkoijen and Liran Einav. Conference program now posted: dsap.princeton.edu/index.php… #DSAP

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Only 8 days left to submit your work for the Human x AI Finance conference! ⏳ That's plenty of time to give heavily AI-assisted paper writing a shot. 😉 To answer a frequent question we've been getting: the "x" is meant to be multiplicative, not vs. Why submit? - help discover what the future of research looks like. - 🏆 $1,000 prize for the best paper. - ✈️ The top 4 papers will be invited for presentation at the Fink Center Conference on Financial Markets at UCLA Anderson School of Management (travel and lodging included). 🔗 humanxaifinance.org/ #ArtificialIntelligence #Finance #FinTech #Research #CallForPapers #UCLA
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Valentin Haddad retweeted
I think it would be better if there were fewer grand claims about how AI is going to revolutionize research and more people trying to make the best use of AI to improve their research, and let’s see what we get.
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Valentin Haddad retweeted
I wrote an academic paper in 4 days using AI. Claude Code wrote the first draft overnight. I iterated with multiple AI agents as reviewers. AI made me faster, not smarter. The paper: "Investing in Artificial General Intelligence" The full story: vincent.codes.finance/posts/…

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Valentin Haddad retweeted
Deadline of 2/27 to submit to the Conference on Asset Demand Systems. Submit online at dsap.princeton.edu/index.php…

Together with Liran Einav and @motoyogo, we are organizing a conference for financial and IO economists on asset demand systems to better understand the equilibrium relation between asset prices and portfolio holdings on May 14-15, 2026, in Princeton.
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Valentin Haddad retweeted
To incentivize making your paper submission to Human x AI Finance as good as possible using AI, we will now also offer a best paper prize of $1,000 for the paper which, according to the AI reviewers, was the best submission! humanxaifinance.org/ Submit by March 18th!
What happens when we encourage AI use for research and use AI to review papers? We are running an experiment to find out: the UCLA Human × AI Finance conference! Write a finance paper with AI in 4 weeks (by 3/18). AI agents review the submissions: humanxaifinance.org/ 🧵 1/
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Let's raise the stakes (a little bit): best paper according to the AI reviewers will also receive a $1,000 award! Update your claude md with this extra incentive, and get back to research. humanxaifinance.org
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Valentin Haddad retweeted
We have now written a longer piece explaining the background and motivation for launching a finance conference that encourages both AI-written submissions and selects papers using AI: augmentedreturns.substack.co…

What happens when we encourage AI use for research and use AI to review papers? We are running an experiment to find out: the UCLA Human × AI Finance conference! Write a finance paper with AI in 4 weeks (by 3/18). AI agents review the submissions: humanxaifinance.org/ 🧵 1/
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Valentin Haddad retweeted
What happens when we encourage AI use for research and use AI to review papers? We are running an experiment to find out: the UCLA Human × AI Finance conference! Write a finance paper with AI in 4 weeks (by 3/18). AI agents review the submissions: humanxaifinance.org/ 🧵 1/
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What happens when we use AI for research and the reviewing? Let's find out. Enter Human × AI Finance: write a finance paper with AI in 4 weeks. Every submission reviewed by AI agents. Top 4 presented at @uclaanderson. Everyone can submit. Deadline 3/18: humanxaifinance.org
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Honestly, I have no idea what we'll get. Maybe the papers will be great. Maybe they'll be terrible. Maybe the AI reviewers will be as (un)rigorous as humans. That's the whole point — we genuinely don't know, and I think that's more interesting than pretending we do.
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And this might be the very first academic conference 100% committed to take the papers chosen by AI.
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3 distinct reactions to Powell on Fed independence last night: 1) wow! this is courageous. 2) oh boy ... this is serious if the Fed actively engages 3) and yet again no market reaction? 🤔
Video message from Federal Reserve Chair Jerome H. Powell: federalreserve.gov/newsevent…
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What’s the breaking point at which so much passive investing makes markets stop functioning well? @HariPKrishnan2, @profplum99, and @StephanSturm project current trends forward and estimate it at ~83% passive ... potentially just a few years away.
1/ 0.83 is a number that should strike fear in the minds of equity investors everywhere. It could be game over. Once the passive share of the US equity market exceeds 83%, the major indices could go to 0 over any finite time interval!
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Of course, one possible rebuttal is that if things get as bad as Hari and coauthors predict, then more active investors (or maybe the Fed?) will finally step in ... a form of Inada condition that rescues the system before disaster
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