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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.
Episodes
23 episodes
AI Bias and Fairness: A Contentious Landscape
In this episode, we examine the critical issue of bias in artificial intelligence, exploring how biased AI systems can amplify discrimination and perpetuate societal inequalities. We discuss the sources of AI bias, including prejudiced t...
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Season 3
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Episode 3
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27:36
AI Agents / Agentic AI: The next generation of AI?
In this podcast episode, we investigate AI agents—autonomous systems that sense their environments, make independent decisions, and carry out tasks. We discuss their various types, architectures, and capabilities, highlighting their limitations...
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Season 3
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Episode 2
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19:55
LLMs - Fancy Autocorrect or can they actually Reason?
In this episode, we discuss the limitations of Large Language Models (LLMs) in areas like deductive reasoning, analogy-making, and ethical judgment. While today’s AI models excel at recognizing statistical patterns in vast datasets, they lack g...
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Season 3
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Episode 1
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14:58
AI Errors vs. Human Mistakes: Rethinking Security
In this episode, we explore the unique nature of AI mistakes and why they differ fundamentally from human errors. Unlike people, AI systems make random, inconsistent, and unpredictable errors, often without awareness of their own ...
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Season 2
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Episode 10
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11:49
Apple’s AI Gamble in China: The Qwen Partnership
In this episode, we explore Apple’s strategic partnership with Alibaba, integrating the Qwen AI model into iPhones sold in China. Faced with regulatory barriers and declining sales, Apple turns to Alibaba’s powerful large langu...
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Season 2
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Episode 9
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19:33
AI Music Production: Generative AI, MIDI Controllers, and the Future of Music
In this episode, we investigate the world of AI-generated music, exploring how cutting-edge AI techniques—such as transformers, GANs, and VAEs—are revolutionizing music creation. We also take a look at traditional non-AI methods like arpeggiato...
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Season 2
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Episode 8
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15:35
AI's Hard Takeoff: AGI in 1-6 Years?
In this episode, we explore the concept of AI hard takeoff—the moment when artificial intelligence rapidly surpasses human intelligence, triggering an unstoppable acceleration in its capabilities. We break down the difference between a <...
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Season 2
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Episode 7
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21:47
DeepSeek: A Budget-Friendly solution or the end of Western AI?
In this episode, we investigate DeepSeek AI, the cost-effective yet high-performing Chinese AI model that is making waves in the industry. We compare its capabilities to leading American models like OpenAI’s, uncovering how DeepSeek...
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Season 2
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Episode 6
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15:51
Image Recognition EDA Guide
This episode talks about the essentials of exploratory data analysis (EDA) for image recognition. We discuss key techniques—descriptive, diagnostic, and predictive EDA—and outline recommended steps such as image visualization, statistical analy...
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Season 2
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Episode 5
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21:42
Deep Learning Frameworks in 2025: A Review
In this episode, we investigate the state of deep learning frameworks in 2025. We review the leading contenders—TensorFlow, PyTorch, JAX, MXNet, and LightningAI—analyzing their strengths, latest features, performance benchmarks, and the size of...
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Season 2
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Episode 4
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35:05
Capsule Networks: A new type of AI?
In this episode, we explore capsule networks (CapsNets), an innovative advancement in artificial neural networks designed to overcome the limitations of traditional convolutional neural networks (CNNs). CapsNets introduce “capsules,” groups of ...
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Season 2
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Episode 3
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10:04
Artificial Consciousness: The Missing Pieces
In this episode, we explore the fascinating and complex concept of artificial consciousness (AC). We dive into its definition, the current state of research, and the philosophical and ethical questions surrounding the creation of conscious mach...
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Season 2
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Episode 2
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17:40
Spiking Neural Networks: The Future of AI?
In 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 the...
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Season 2
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Episode 1
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29:20
The Nvidia Way: From Gaming Chips to AI Domination
Welcome 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 compreh...
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Season 1
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Episode 10
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13:38
The Fundamental Particle of Consciousness
In 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 contras...
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Season 1
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Episode 9
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13:14
The problem of ML Model drift and decay in production
In 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 m...
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Season 1
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Episode 8
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34:01
Quantum Computing and AI: A Symbiotic Leap Forward
In 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 ...
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Season 1
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Episode 7
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19:05
Is AI the end of coding or the start of something else?
Welcome 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 se...
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Season 1
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Episode 6
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14:39
The demise of Intel - first mobile and now AI
Welcome 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...
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Season 1
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Episode 5
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16:41
The path to Superintelligence
This 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 ar...
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Season 1
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Episode 4
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23:00
What is an AI PC and are they useful?
Welcome 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 av...
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Season 1
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Episode 3
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18:54
How Memories are Formed
Join 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 th...
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Season 1
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Episode 2
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21:23
The Evolution of Artificial Intelligence
This 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 ex...
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Season 1
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Episode 1
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23:05
