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DeepSeek, Model Distillation, and the Future of AI IP Protection

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....more

What Startups and Big Pharma Need to Know About AI Drug Discovery

Integrating AI tools into drug discovery introduces a mix of opportunities and challenges for startups and large pharmaceutical companies. These challenges often center on intellectual property (IP) risks, licensing...more

Some AI-Discovered Drugs Carry More IP Risks Than Others - Here's Why

AI is poised to revolutionize drug discovery, but uncertainty in developing protectable IP in this emerging field creates a host of potential risks for companies innovating in this space. Further complicating things: not all...more

What is the IP Risk Profile in AI Drug Discovery?

The scientific benefits and legal risks of AI-driven drug discovery are consequential. But recent IP law decisions allude to a general concept that IP rights will not be awarded if AI completely or significantly replaces...more

The NTIA Report and California AI Bill: A New Era for Open Model Governance

Open models play a crucial role in fostering a diverse and innovative AI ecosystem. But their irrevocable accessibility also presents challenges for preventing downstream misuse—and that has caught the government’s attention....more

Balancing AI-Powered Drug Discovery’s Risk and Reward

AI is shaving years off the drug-discovery process. But it’s not just leaving other research modalities in the dust—the law itself is struggling to keep up, especially when it comes to patenting AI-aided drug discovery....more

Unpacking AI-Assisted Drug Discovery Patents

AI is vaulting drug discovery forward leaps and bounds—and now regulators are beginning to catch up, with the United States Patent and Trademark Office recently issuing new guidelines on the patentability of AI-assisted...more

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