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The Role Of Ethical Principles In Ai Startups, James Bessen, Stephen Michael Impink, Robert Seamans
The Role Of Ethical Principles In Ai Startups, James Bessen, Stephen Michael Impink, Robert Seamans
Faculty Scholarship
Do high-tech startups benefit from developing more ethical AI? AI startups implement policies and take actions to manage ethical issues associated with data collection, storage, and usage and adapt to the norms of their industry. This paper describes these startups' ethics-related actions, including ethical AI policy adoption, and examines how these actions relate to startup performance. We find that merely adopting an ethical AI policy (i.e., a less costly signal) does not relate to increased performance. However, there is evidence that investors reward startups that take more costly preventative pro-ethics actions, like seeking expert guidance, training employees about unconscious bias, …
Ethical Ai Development: Evidence From Ai Startups, James Bessen, Stephen Michael Impink, Lydia Reichensperger, Robert Seamans
Ethical Ai Development: Evidence From Ai Startups, James Bessen, Stephen Michael Impink, Lydia Reichensperger, Robert Seamans
Faculty Scholarship
Artificial Intelligence startups use training data as direct inputs in product development. These firms must balance numerous trade-offs between ethical issues and data access without substantive guidance from regulators or existing judicial precedence. We survey these startups to determine what actions they have taken to address these ethical issues and the consequences of those actions. We find that 58% of these startups have established a set of AI principles. Startups with data-sharing relationships with high-technology firms; that were impacted by privacy regulations; or with prior (non-seed) funding from institutional investors are more likely to establish ethical AI principles. Lastly, startups …
Patenting Frankenstein's Monster: Exploring The Patentability Of Artificial Organ Systems And Methodologies, Jordana Goodman
Patenting Frankenstein's Monster: Exploring The Patentability Of Artificial Organ Systems And Methodologies, Jordana Goodman
Faculty Scholarship
The conception of Frankenstein’s monster bridges the ever-narrowing divide between man and machine. Long before Congress codified Section 33(a) of the America Invents Act (“AIA”), Mary Shelley’s vague description of the monster’s creation has left people wondering: what defines a human organism? Through an analysis of patent law and scientific progress in the development of artificial organ systems, this paper explores the boundaries of patentable subject matter in the United States and attempts to clarify Congress’s determination that “no patent may issue on a claim directed to or encompassing a human organism.” Though patent law should incentivize development of artificial …