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Optimizing the Value of AI Solutions for the Public Sector

Cloudera

Earlier this month, I had the opportunity to lead a roundtable discussion at the PSN Government Innovation show ( 2023 Government Innovation Show – Federal – Public Sector Network ) in Washington, DC. I’ll highlight some key insights and takeaways from my conversations in the paragraphs that follow.

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New Practices in Data Governance and Data Fabric for Telecommunications

Cloudera

The management of data assets in multiple clouds is introducing new data governance requirements, and it is both useful and instructive to have a view from the TM Forum to help navigate the changes. . What’s new in data governance for telco? What about data fabric?

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Data privacy examples

IBM Big Data Hub

An online retailer always gets users’ explicit consent before sharing customer data with its partners. A navigation app anonymizes activity data before analyzing it for travel trends. One cannot overstate the importance of data privacy for businesses today. The user can accept or reject each use of their data individually.

Risk 83
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The trinity of errors in financial models: An introductory analysis using TensorFlow Probability

O'Reilly on Data

In this blog post, we explore three types of errors inherent in all financial models, with a simple example of a model in TensorFlow Probability (TFP). They aspire to formulate theories that accurately explain and predict the economic activities of human beings at the micro and macro levels. Finance is not physics.

Modeling 135
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Data in the News : Tax and Explainable AI

Andrew White

I saw two news articles today that emphasizes the role of data in our world. Both explore various public policy initiatives – one proposing a tax on data that would contribute to the monetization of data; the other on the regulation of AI algorithms to help explain their outputs. The EU is working on this too.

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Putting citizens at the center of government services with AI

IBM Big Data Hub

As governments around the globe continue experimenting with the use of AI, and looking into ways to tap into foundational models offered by generative AI, one important question stands out: How will citizens benefit from the technology? The public sector is called just that for a reason: the public should always be the priority.

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Five Ways AI Can Help States Solve Their Hardest Problems (Part 3): Streamline Talent Acquisition

DataRobot

Between 2013 and 2017, job listings in 27 states rose by 11 percent while applicant numbers tumbled by 24 percent, compounding talent vacancy issues within state and local governments. Since the onset of the COVID-19 pandemic, state government’s cut employment by approximately 7 percent (approximately 1.5