December 2024 Newsletter
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
MIT CSAIL pioneers approaches to computing that improve how people work, play and learn.
CSAIL Alliances Podcast: AI's Bias in Predictive Healthcare with Associate Professor Marzyeh Ghassemi
Associate Professor Marzyeh Ghassemi discusses why, despite its tremendous potential for good, AI must be approached with caution, especially in high risk areas like healthcare. Biases in training data can perpetuate real-world inequalities, providers might rely too much on potentially faulty AI, and tools created for one demographic might not necessarily translate to a different population. However, considering the incredible potential of AI to tackle challenges in transformative ways, it’s worth approaching these considerations with rigorous academic insight. Listen to the podcast with host Kara Miller: https://bit.ly/3Zjnkwa
Student Spotlight: Markos Markakis on the Evolution of Data Systems
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) PhD student Markos Markakis works in the lab’s Data Systems Group. Some of his recent work spans two projects: BRAD, which uses machine learning to optimize cloud database engine configurations for performance and cost efficiency; and LOGos, a project focused on improving log data analysis through causal inference to speed up system debugging. Read more about Markos Markakis: https://bit.ly/3VuArtI
Case Study: Nectry
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) Start-Up Connect member Nectry (co-founded by Professor Adam Chlipala) is revolutionizing enterprise application development by combining functional programming with formal methods to enable the rapid creation of secure, scalable, and compliant custom applications. Nectry’s platform allows users to assemble applications from pre-built components, significantly accelerating development while ensuring robust security and privacy controls. Through its collaboration with CSAIL Alliances, Nectry is gaining critical insights from industry leaders and investors, further refining its product and accelerating digital transformation across industries. Read more about how Nectry collaborates with CSAIL Alliances: https://bit.ly/41DrUZi
Case Study: Blue Sarah
Blue Sarah, a member of the CSAIL Alliances Startup Connect Plus program, collaborates with MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) to leverage AI for transforming how companies manage and act on consumer feedback. Blue Sarah's relationship with CSAIL has provided networking opportunities, access to talent, and educational resources, including AI courses. Read more about how Blue Sarah collaborates with CSAIL Alliances: https://bit.ly/3ZpZKzu
Upcoming Events and Professional Programs
January 29, 2025 | Digital Course - Artificial Intelligence: Implications for Business Strategy
February 5, 2025 | Digital Course - Machine Learning in Business
February 10, 2025 | Digital Course - Driving Innovation with Generative AI (Use code CSAILINK10 to receive 10% off course registration.)
March 26, 2025 | Digital Course - Human-Computer Interaction for User Experience Design
We invite you to subscribe to our mailing list to receive exclusive updates on our forthcoming courses in Deploying AI and Cybersecurity: https://bit.ly/3zhLz51.
Visit CSAIL Alliances for more information about the above research and opportunities, new content, upcoming events and professional programs, and access to MIT CSAIL.