Decoupling Authorization: Cerbos with Emre Baran

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

منذ 7 أيام1:14:43

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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying mathematical concepts that power modern machine learning, to help everyone grasp this technology impacting our lives–even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

منذ عامين 29:02

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Emre Baran (@emre) is the CEO and co-founder of Cerbos, the open-source authorization layer for implementing roles and permissions. Cerbos allows developers to decouple authorization logic from core code into its own centrally distributed component. Easier said than done, perhaps - but Cerbos is secure, intentionally simple to implement, and developer-focused.

Subscribe to Contributor on Substack for email notifications, and join our Slack community!

In this episode we discuss:

The difference between authentication and authorization
Why Cerbos is language-agnostic
Authorization patterns in a single application versus a larger network
The reason most devs start out trying to do authorization themselves, and sometimes give up
How the upcoming Cerbos Cloud will empower less technical users to deploy and manage policies and logs

Links:

People mentioned:

Charith Ellawala (Github: @charithe)

Other episodes:

Open Policy Agent with Torin Sandall

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#Tech #Eric Anderson

Decoupling Authorization: Cerbos with Emre Baran

Contributor

18 subscribers

published منذ عامين

MP3•منزل الحلقة

Subscribe to Contributor on Substack for email notifications, and join our Slack community!

In this episode we discuss:

The difference between authentication and authorization
Why Cerbos is language-agnostic
Authorization patterns in a single application versus a larger network
The reason most devs start out trying to do authorization themselves, and sometimes give up
How the upcoming Cerbos Cloud will empower less technical users to deploy and manage policies and logs

Links:

People mentioned:

Charith Ellawala (Github: @charithe)

Other episodes:

Open Policy Agent with Torin Sandall

88 حلقات

#Tech #Eric Anderson

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Decoupling Authorization: Cerbos with Emre Baran