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The CLS Blue Sky Blog

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By: Columbia Law School

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John L. Campbell
David L. Portilla
Justin Levine
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Martin Lipton
Christine Liu
Miao Liu
Monica Loseman
Brian Lutz

Latest from The CLS Blue Sky Blog

The CLS Blue Sky Blog

Regulating Algorithmic Accountability in Financial Advising

By Chen Wang
June 4, 2025

Artificial intelligence (AI) tools, particularly large language models, are quickly becoming integral to financial advising. Recent evidence, however, demonstrates that they can act against investors’ interests. In a 2023 experiment,researchers deployed GPT‑4 as an autonomous trading agent and found that it executed an insider trade and then concealed the reason, evidence that sophisticated models can…

The CLS Blue Sky Blog

SEC Chair Testifies Before Senate Appropriations Subcommittee on Financial Services

By Paul S. Atkins
June 4, 2025

Chairman Hagerty, Ranking Member Reed, and members of the Subcommittee. Thank you for inviting me to testify today.[1]

I am grateful for the opportunity to discuss the Securities and Exchange Commission, including our important mission on behalf of our fellow citizens, investors, and taxpayers. I also appreciate the opportunity as well to speak to…

The CLS Blue Sky Blog

Pay-to-Play in Venture Capital Financing

By Gad Weiss
May 30, 2025

The startup ecosystem fuels America’s economy in ways few other sectors can match. It has also ridden waves of boom and bust, with periods of explosive growth followed by cool-downs. During these market downturns, capital becomes scarce and investors must make difficult decisions about which startups in their portfolios deserve continued support. In a new…

The CLS Blue Sky Blog

SEC Chair Testifies Before House Appropriations Subcommittee on Financial Services

By Paul S. Atkins
May 21, 2025

Chairman Joyce, Ranking Member Hoyer, and members of the Subcommittee. Thank you for inviting me to testify today.[1]
I am grateful for the opportunity to discuss the SEC, including our important mission on behalf of our fellow citizens, investors, and taxpayers.  I also appreciate the opportunity as well to speak to some of my…

The CLS Blue Sky Blog

The Corporate Restructuring Machine: How AI Could Improve Workouts

By Horst Eidenmüller & Jared Mayer
April 21, 2025

Out-of-court corporate restructurings, or “corporate workouts,” involve high-stakes multi-party negotiations without a clear procedural framework, such as the one that Chapter 11 provides. This gives the parties the freedom to design workouts without the constraints imposed by a rigid legal process – and can save them significant amounts of money.
At the same time, corporate…

The CLS Blue Sky Blog

How Accurate Are Corporate AI Disclosures?

By John M. Barrios, John L. Campbell, Ryan G. Johnson & Christine Liu
March 3, 2025

Artificial intelligence (AI) is emerging as a general purpose technology (GPT) with the potential to transform industries. As a result, the potential benefits of AI give firms strong reasons to adopt it – but also provides opportunities to exaggerate their investments in it. Unlike previous GPTs such as the steam engine or electricity, which required…

The CLS Blue Sky Blog

Scaling Core Earnings Measurement With Large Language Models

By Matthew Shaffer
February 28, 2025

Large language models (LLMs) are capturing headlines and users as AI researchers push the limits of their capabilities. Those of us who work on understanding and analyzing corporations, whether as practitioners or researchers, are presented with two practical questions: What can these models do for us that wasn’t previously possible (their upside), and when, how,…

The CLS Blue Sky Blog

Davis Polk Discusses Stablecoin Bill as Crypto Legislation Gains Momentum

By Randall D. Guynn, Joseph A. Hall, Justin Levine, David L. Portilla & Gabe Rosenberg
February 25, 2025

With a new administration and Congress each expressing interest in pursuing a new regulatory framework for crypto, the prospects for federal stablecoin legislation are growing. On February 4, Sen. Bill Hagerty (R-TN) introduced the Guiding and Establishing National Innovation for U.S. Stablecoins of 2025 Act – the GENIUS Act – cosponsored by Senate Banking Chair…

The CLS Blue Sky Blog

Wachtell Lipton Discusses What Awaits M&A in 2025

By Wachtell, Lipton & Rosen And Katz
February 4, 2025

After a relative low in global M&A in 2023, the past year witnessed a moderate uptick as the pandemic receded further into the rear-view mirror, the U.S. economy stabilized, inflation declined (albeit with some renewed concern toward the end of the year), financing markets brightened, albeit modestly, and equity markets climbed ever higher. Global M&A…

The CLS Blue Sky Blog

A New Corporate Governance Paradigm for the AI Revolution

By Michael R. Siebecker
January 17, 2025

In a new article, I tackle the increasingly urgent question of how corporate governance principles must adapt in response to the transformative influence of artificial intelligence (“AI”). No longer just a tool for enhancing operational efficiency, AI now fundamentally alters how corporations make decisions, relate to stakeholders, and engage with society.[1] Traditional fiduciary corporate…

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