AI Specialist from Generate, dubbed the 'IP Geek', Eager to Tackle AI's Foremost Legal Dilemmas
Nicole Clouse, the head of intellectual property at Generate Biomedicines, is at the forefront of a new wave in the biotech industry. Clouse, who joined Generate Biomedicines in 2022 from Biogen, is one of the key legal minds trying to understand the ownership of AI-created assets in the biotech sector.
Clouse compares AI models to the use of mice in developing antibodies, arguing that AI models should be viewed as tools rather than inventors. She works closely with Generate's scientists to bridge the gap between the openness of AI and the secrecy of biopharma.
Generate Biomedicines is developing its own proprietary machine learning models for protein drug development. The company made a significant stride when it published a generative model called Chroma, the first of its kind to be made public. Generate filed for patent protection of Chroma, published it, and made the code available.
Clouse and her team are filing for patents as they normally would for molecules but are being more open on the machine learning side to what scientists think. This approach is aimed at fostering collaboration and innovation in the field.
The future of AI-powered biotechs is raising new intellectual property law questions. Clouse believes that the existing patent framework clearly provides protection for AI-generated assets. However, she is concerned about broad, sweeping regulations that may hamper innovation in biopharma.
Clouse acknowledges that she is not an expert in AI and machine learning but is a student of the field. She is learning from computational biologists at Generate who bridge the gap between computer science and biology for drug development.
The first court case concerning the patentability of medicines created by artificial intelligence is expected sooner than anticipated. Clouse thinks that this test will set the record straight on AI-generated patents. She is confident that the court will recognise the value and innovation that AI brings to the table.
Clouse is also aware that keeping information secret protects Generate in some ways, but she also considers competing interests that would not be served by keeping all their approaches completely locked down. She believes that a balance must be struck between protecting intellectual property and fostering innovation.
In conclusion, Nicole Clouse, the head of intellectual property at Generate Biomedicines, is navigating a complex landscape of intellectual property law in the rapidly evolving field of AI-powered biotech. Her work is crucial in ensuring that the industry continues to innovate while respecting the rights of all parties involved.
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