How Federated Machine Learning Powers Privacy

Futurized - thought leadership on the future

Apr 19 2022 • 50 mins

In episode 151 of the podcast, the topic is: How Federated Machine Learning Powers Privacy. Our guest is Dave Bauer, CTO, BOSS AI.

In this conversation, we talk about what federated machine learning is and why care, noting its effects on distributed compute, edge clusters, privacy preserving features, and the emerging use cases.

Futurized goes beneath the trends to track the underlying forces of disruption in tech, policy, business models, social dynamics and the environment. I’m your host, Trond Arne Undheim (@trondau), futurist, author, investor, and serial entrepreneur. Join me as I discuss the societal impact of deep tech such as AI, blockchain, IoT, nanotech, quantum, robotics, and synthetic biology, and tackle topics such as entrepreneurship, trends, or the future of work. On the show, I interview smart people with a soul: founders, authors, executives, and other thought leaders, or even the occasional celebrity.

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The host of this podcast, Trond Arne Undheim, Ph.D is the author of Augmented Lean: A Human-Centric Framework for Managing Frontline Operations (co-authored with Natan Linder and published by Wiley in 2022), Health Tech: Rebooting Society's Software, Hardware and Mindset--published by Routledge in 2021, Future Tech: How to Capture Value from Disruptive industry Trends--published by Kogan Page in 2021, Pandemic Aftermath: how Coronavirus changes Global Society and Disruption Games: How to Thrive on Serial Failure (2020)--both published by Atmosphere Press in 2020, and Leadership From Below: How the Internet Generation Redefines the Workplace by Lulu Press in 2008. For an overview, go to Trond's Books at Trondundheim.com/books

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Trond's takeaway:

The future outlook for Federated Machine Learning is that it takes a key role in facilitating supercompute, that it supports low/no-code development, becomes a lynchpin for safeguarding privacy, and ultimately, powers novel user experiences such as immersive graphics.

Thanks for listening. If you liked the show, subscribe at Futurized.org or in your preferred podcast player, and rate us with five stars.

If you like this topic, you may enjoy other episodes of Futurized, such as episode 140, [When will Conversational AI get Real?], episode 69, [The Future of Quantum Security], or episode 30, [The Quest for Artificial General Intelligence]. Hopefully, you'll find something awesome in these or other episodes. If so, do let us know by messaging us, we would love to share your thoughts with other listeners.

Futurized is created in association with Yegii, the insight network. Yegii lets clients create multidisciplinary dream teams consisting of a subject matter experts, academics, consultants, data scientists, and generalists as team leaders. Yegii's services include speeches, briefings, seminars, reports and ongoing monitoring. You can find Yegii at Yegii.org.

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See you next time. Futurized—conversations that matter.

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