From the course: Privacy and Compliance in the Age of GenAI: Data Governance, Classification, and Inventory
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Data inventory successes
From the course: Privacy and Compliance in the Age of GenAI: Data Governance, Classification, and Inventory
Data inventory successes
- [Instructor] So, how do you measure the effectiveness of your data inventory efforts? It may take some time before you see discernible improvements in your business practices. So, what anecdotal science can you watch for to make sure that your strategy is actually working? Remember, the key goal behind data inventory is to reduce risk. So you may start seeing improvements like the following. LLMs may have a more focused set of data sources based on improved inventory, rather than gathering all the data they can get. Second, GenAI experts can avoid excessive dependency on early stage datasets by diluting them in subsequent interactions. A better understanding of the dataset after categorization could help with transparency. LLMs often have closed-off architectures that obscure the logic behind their decision-making processes. As a result of all of these changes, you could see better long-term decisions, less dependence on incorrect data and better end-to-end products. Data…
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