Events
Past Event
WED@NICO SEMINAR: Jarrett Spiro, Humana "How an Organization's Structure and Leaders Influence the Development and Deployment of AI and How AI Impacts Organizational Efficiency and Effectiveness"
Northwestern Institute on Complex Systems (NICO)
12:00 PM
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Lower Level, Chambers Hall
Details
Speaker:
Jarrett Spiro, Cognitive/Machine Learning Lead in Applied AI Research, Humana
Title:
Organizational AI: How an Organization’s Structure and Leaders Influence the Development and Deployment of AI and How AI Impacts Organizational Efficiency and Effectiveness
Abstract:
During my 9 years of working at Humana as a data scientist, I’ve witnessed many ways in which changes in organizational structure and the engagement of leadership has impacted how AI initiatives have been created and used. Each of the changes have produced some benefits, but these new benefits are often overshadowed by new challenges.
These challenges highlight how difficult it is to get a large, non-tech-based organization to adopt AI innovations. I’ve also had plenty of opportunities to build AI solutions aimed to improve the effectiveness of organizational pursuits and the efficiency of organizational actions. My hope is that by sharing my experiences and insights, I will inspire you to develop the solutions that will allow AI to become an essential ingredient for the creation of great organizations in the future.
Speaker Bio:
Jarrett Spiro is a Cognitive/Machine Learning Lead in the Applied AI Research team at Humana. He has worked on numerous AI projects during his 9 years at Humana, including projects designed to improve healthcare outcomes-- such as decreasing the likelihood a patient is readmitted to the hospital or the likelihood a diabetes patient develops new complications--and projects designed to increase organizational efficiency, such as eliminating unnecessary claim rejections. At Humana, he is the resident expert on numerous AI technologies, including generative AI, deep learning, synthetic data, graph theory, and reinforcement learning. Prior to joining Humana, Jarrett received his PhD in organizational behavior from Stanford Business School and was a professor of organizational behavior at INSEAD.
Location:
In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: https://northwestern.zoom.us/j/97260521198
Passcode: NICO2024
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, data science and network science. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.
Time
Wednesday, April 10, 2024 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)
WED@NICO SEMINAR: Mayank Agrawal, Proof of Human "The Invisible Turing Test for the Internet"
Northwestern Institute on Complex Systems (NICO)
12:00 PM
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Lower Level, Chambers Hall
Details
Speaker:
Mayank Agrawal, Co-founder and CEO, Proof of Human
Title:
Proof of Human: the Invisible Turing Test for the Internet
Abstract:
This presentation introduces the Process Turing Test, a new framework for distinguishing humans from AI that goes beyond linguistic output to analyze behavioral dynamics. As LLMs routinely pass text-based Turing Tests, we need methods that probe the underlying architecture of intelligence through perception, control, and decision-making patterns. Using process tracing data from canonical cognitive tasks, we demonstrate how behavioral embeddings capture computational signatures unique to human cognition. This provides robust proof-of-personhood that resists adversarial attacks while revealing fundamental principles about how humans and machines process information differently.
Speaker Bio:
Mayank Agrawal is the co-founder and CEO of Proof of Human, a research and deployment company building the proof-of-human layer in digital identity. The company develops high-impact research and translates that work into systems for bot detection, fraud prevention, and continuous authentication. Mayank’s work focuses on new approaches to distinguishing humans from AI through behavioral and cognitive signals. He earned his PhD in Psychology and Neuroscience from Princeton University, where he studied computational models of human decision-making with Jonathan Cohen, Tom Griffiths, and Nathaniel Daw. His research spans cognitive science, machine learning, and artificial intelligence, with work published in Science, PNAS, and Psychological Review. He previously studied Computer Science and Philosophy at Swarthmore College.
Location:
In person: Chambers Hall, 600 Foster Street, Lower Level
Remote option: https://northwestern.zoom.us/j/96392420891
About the Speaker Series:
Wednesdays@NICO is a vibrant weekly seminar series focusing broadly on the topics of complex systems, networks, and artificial intelligence. It brings together attendees ranging from graduate students to senior faculty who span all of the schools across Northwestern, from applied math to sociology to biology and every discipline in-between. Please visit: https://bit.ly/WedatNICO for information on future speakers.
Time
Wednesday, November 11, 2026 at 12:00 PM - 1:00 PM
Location
Lower Level, Chambers Hall Map
Contact
Calendar
Northwestern Institute on Complex Systems (NICO)