DAMA DAY Workshop - Approaching AI with Care:  the “Garbage In, Garbage Out” Reality in the Age of AI

Peter Aiken, PhD, President DAMA International

Morning Session: Approaching AI with Care:  the “Garbage In, Garbage Out” Reality in the Age of AI

Artificial Intelligence is reshaping industries and redefining what’s possible, but the age-old warning “garbage in, garbage out” still holds true. The success of any AI initiative depends on the quality, governance, and integrity of its data. 

This session explores how data management professionals can contribute to AI initiatives, overcoming unrealistic expectations, data limitations, and ethical challenges.  Studies have shown success with a constrained approach.   

Through insights and examples, attendees will learn how disciplined, well-governed approaches consistently yield smarter, more reliable AI outcomes.  Understanding these will permit data management professionals (and others) to create a virtuous cycle of better data leading to more successful AI systems. 

ABOUT THE SPEAKER

Peter Aiken, PhD is an acknowledged Data Management (DM) authority, an Associate ProfessoratVirginia Commonwealth University, President of DAMA International, and Associate Director of the MIT International Society of Chief Data Officers.  For more than 35 years, Peter has learned from working with hundreds of data management practices in 30 countries including some of the world's most important. Among his 12 books are the first on CDOs (the case for data leadership), focusing on data monetization,  onmodern strategic data thinking and objectively specifying what it means to be data literate.  International recognition has resulted in an intensive schedule of events worldwide.  Peter also hosts the longest running data management webinar series hosted by our partners at Dataversity.  Starting before Google, before data was big, and before data science, Peter has founded several companies that have helped more than 200 organizations leverage data–specific savings have been measured at more than $1.5B USD. His latest is Anything Awesome. 

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