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PODCAST

Embedded AI - Intelligence at the Deep Edge

“Intelligence at the Deep Edge” is a podcast exploring the fascinating intersection of embedded systems and artificial intelligence. Dive into the world of cutting-edge technology as we discuss how AI is revolutionizing edge devices, enabling smarter sensors, efficient machine learning models, and real-time decision-making at the edge.Discover more on Embedded AI (https://medium.com/embedded-ai) — our companion publication where we detail the ideas, projects, and breakthroughs featured on the

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All Episodes

29:20

Spiking Neural Networks: The Future of AI?

Embedded AI - Intelligence at the Deep Edge ·

2025/01/06

Send us a textIn this episode, we get into spiking neural networks (SNNs), a cutting-edge AI model inspired by the brain’s biological processes. Unlike traditional neural networks, SNNs are energy-efficient and optimized for neuromorphic hardware, making them ideal for tasks involving temporal or sequential data. We explore their event-driven approach, potential to revolutionize AI, and their promise as a stepping stone toward artificial general intelligence. While challenges in training and ...

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13:38

The Nvidia Way: From Gaming Chips to AI Domination

Embedded AI - Intelligence at the Deep Edge ·

2024/12/26

Send us a textWelcome to The Nvidia Way: From Gaming Chips to AI Domination. In today’s episode, we explore the fascinating story behind Nvidia’s rise, inspired by Tae Kim’s groundbreaking new book, The Nvidia Way. This is the first comprehensive account of Nvidia’s history and the visionary leadership of Jensen Huang. From the company’s early struggles to its risky yet brilliant decisions, Kim takes us through the journey that transformed Nvidia from a niche player in gaming graphics to a do...

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13:14

The Fundamental Particle of Consciousness

Embedded AI - Intelligence at the Deep Edge ·

2024/12/20

Send us a textIn this episode, we explore the intricate relationship between neurons, intelligence, and consciousness. We talk about traditional views that associate consciousness with specific brain structures, such as the midline brain regions, and contrast them with emerging theories that highlight the role of the thalamocortical system. Key frameworks like the Global Workspace Theory and Integrated Information Theory provide insights into how consciousness might arise.The episode also ven...

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34:01

The problem of ML Model drift and decay in production

Embedded AI - Intelligence at the Deep Edge ·

2024/12/18

Send us a textIn this episode, called “The Problem of ML Model Drift and Decay in Production,” we explore the challenges of maintaining machine learning (ML) model accuracy over time. We break down model drift, a critical issue where a model’s predictive performance degrades due to changes in data or the environment. Listeners will learn about the two main causes of drift: data drift, where input data distributions shift, and concept drift, where the relationship between inputs and outpu...

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19:05

Quantum Computing and AI: A Symbiotic Leap Forward

Embedded AI - Intelligence at the Deep Edge ·

2024/12/16

Send us a textIn this podcast, “Quantum Computing and AI: A Symbiotic Leap Forward,” we discuss the intersection of quantum computing and artificial intelligence, exploring their combined potential to reshape industries and redefine innovation. The episode begins by breaking down the fundamentals of quantum computing, shedding light on the various types of quantum computers and the unique capabilities they bring to problem-solving. It then examines how quantum computing amplifies AI applicati...

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14:39

Is AI the end of coding or the start of something else?

Embedded AI - Intelligence at the Deep Edge ·

2024/12/14

Send us a textWelcome to Is AI the End of Coding or the Start of Something Else? Today, we explore the impact of artificial intelligence on the coding profession. AI is revolutionizing how programmers work by automating routine tasks, integrating seamlessly into tools like VS Code through GitHub Copilot, and powering advanced Modular Development Environments like Cursor. While these advancements free developers to focus on high-level problem-solving, they also raise significant concerns. Over...

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16:41

The demise of Intel - first mobile and now AI

Embedded AI - Intelligence at the Deep Edge ·

2024/12/11

Send us a textWelcome to today’s Podcast episode on The Demise of Intel: First Mobile and Now AI. Once a titan of the semiconductor industry, Intel is now grappling with a crisis stemming from boardroom missteps, cultural stagnation, and missed opportunities in critical markets like mobile and AI. Today, we’ll unravel how a series of poor decisions—many driven by a board lacking semiconductor expertise—have culminated in the recent dismissal of CEO Pat Gelsinger, who, despite his flaws, ...

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23:00

The path to Superintelligence

Embedded AI - Intelligence at the Deep Edge ·

2024/12/08

Send us a textThis episode discusses one of the most thought-provoking works on the future of artificial intelligence—Nick Bostrom’s Superintelligence: Paths, Dangers, Strategies. It's a groundbreaking book that tackles the potential emergence of artificial superintelligence and its profound implications for humanity. Bostrom explores the pathways that could lead to the creation of a superintelligent AI, the risks of an ‘intelligence explosion,’ and the existential threats posed if such syste...

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18:54

What is an AI PC and are they useful?

Embedded AI - Intelligence at the Deep Edge ·

2024/12/07

Send us a textWelcome to today’s episode called “What is an AI PC and Are They Useful?” In this discussion, we’ll talk about the potential of AI-powered PCs totheir ability to transform how we work and live. According to an Intel report, the average user spends nearly 15 hours each week on repetitive digital tasks. AI PCs have the potential to cut that time by up to four hours weekly. However, many current owners aren’t seeing these time-saving benefits—largely because they’re unaware of...

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21:23

How Memories are Formed

Embedded AI - Intelligence at the Deep Edge ·

2024/12/03

Send us a textJoin us as we explore the fascinating process of memory formation, inspired by a recent article in Forbes. This episode unpacks the concept of behavioral timescale learning, revealing how our brains consolidate memories over seconds through the strengthening of neural connections. We’ll explore the surprising role of delayed enzyme activation in priming neurons for integration and discuss groundbreaking research that sheds light on the mechanisms behind memory. While not directl...

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23:05

The Evolution of Artificial Intelligence

Embedded AI - Intelligence at the Deep Edge ·

2024/12/02

Send us a textThis podcast delves into the concept of intelligence, both biological and artificial, tracing its evolutionary journey in living organisms—from simple invertebrates to complex mammals—while emphasizing its diversity beyond a linear scale. It explores the development of artificial intelligence (AI), from early rule-based systems to advanced deep learning, and contrasts Artificial Narrow Intelligence (ANI) with the ambitious goal of Artificial General Intelligence (AGI). The discussion

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