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From DeepSeek to Distillation: Protecting IP In the AI World
A flurry of developments in late January 2025 has caused quite a buzz in the AI world. On January 20, DeepSeek released a new open-source AI model called R1 and an accompanying research paper. R1 was touted as performing comparably to proprietary frontier models at a fraction of the cost, with drastically reduced computational resources needed both to train and run the model. DeepSeek explained that it used new techniques in reinforcement learning, but others suspect that it might also have benefitted from unauthorized model distillation. Within a week, there was a strong market reaction, with AI-related semiconductor stocks dropping more than 10% on January 27.
Just a few days later, on January 29, the U.S. Copyright Office published the second installment of its three-part Report on Copyright and Artificial Intelligence — this part focusing on the copyrightability of AI-generated outputs. In that report, the Copyright Office analyzed the amount and nature of human contribution needed to bring AI outputs within the scope of U.S. copyright protection. It concluded that existing law remains appropriate for the new AI technologies and that mere prompts generally do not meet the standard of human contribution needed for copyright protection. It gathered and considered public comments for its analysis but rejected arguments that legal change is necessary to counter international competition, such as foreign entities distilling U.S. frontier models.
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Bankruptcy Sales: Finding a Diamond In the Rough
There is no efficient market for the sale of bankruptcy assets. Inefficient markets yield a transactional drag, potentially dampening the ability of debtors and trustees to maximize value for creditors. This article identifies ways in which investors may more easily discover bankruptcy asset sales.
Judge Rules Shaquille O'Neal Will Face Securities Lawsuit for Promotion, Sale of NFTs
A federal district court in Miami, FL, has ruled that former National Basketball Association star Shaquille O'Neal will have to face a lawsuit over his promotion of unregistered securities in the form of cryptocurrency tokens and that he was a "seller" of these unregistered securities.
Blockchain Domains: New Developments for Brand Owners
Blockchain domain names offer decentralized alternatives to traditional DNS-based domain names, promising enhanced security, privacy and censorship resistance. However, these benefits come with significant challenges, particularly for brand owners seeking to protect their trademarks in these new digital spaces.
Coverage Issues Stemming from Dry Cleaner Contamination Suits
In recent years, there has been a growing number of dry cleaners claiming to be "organic," "green," or "eco-friendly." While that may be true with respect to some, many dry cleaners continue to use a cleaning method involving the use of a solvent called perchloroethylene, commonly known as perc. And, there seems to be an increasing number of lawsuits stemming from environmental problems associated with historic dry cleaning operations utilizing this chemical.
Why So Many Great Lawyers Stink at Business Development and What Law Firms Are Doing About It
Why is it that those who are best skilled at advocating for others are ill-equipped at advocating for their own skills and what to do about it?