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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.
Discover more on Embedded AI (https://medium.com/embedded-ai) — our companion publication where we detail the ideas, projects, and breakthroughs featured on the podcast.
Help support the podcast - https://www.buzzsprout.com/2429696/support
Episodes
62 episodes
Cognitive Collapse: Outsourcing the Neocortex
In this episode, we imagine a near future where every person is accompanied by a constant, all-knowing Artificial General Intelligence — a presence woven into daily life through wearables, ambient devices, and eventually neural interfaces. Thes...
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Season 5
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Episode 2
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15:48
The AI Paradox: Homogenization, Blandness, and Model Collapse
“The AI Paradox: How Machines Expand Creativity and Flatten Culture”In this episode, we explore what researchers are calling the AI Paradox, the strange duality where generative AI boosts individual creativity while simulta...
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Season 5
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Episode 1
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14:14
The AI Economy: Disruption, Inequality, and Economic Restructuring
In this episode, we explore how artificial intelligence is reshaping the global economy, not in the distant future, but right now. Experts disagree on the scale of impact: optimistic forecasts predict multi-trillion-dollar productivity gains, w...
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Season 4
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Episode 30
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15:56
Sub-Cortical AI Model Design
In this episode, we explore a revolutionary idea in AI research; that today’s systems are too cortical, focused on reasoning and language, and missing the deeper why of intelligence. Drawing inspiration from the brain’s ancien...
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Season 4
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Episode 29
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15:24
Engineering "Instinct" in AI
Across species, evolution “pre-installs” compact neural programs that deliver immediate, reliable behaviors (standing, pecking, web-building) with minimal learning. These behaviors arise from embodied control circuits (reflexes, c...
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Season 4
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Episode 28
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23:25
Challenges of the AI Browser Revolution
In this episode, we explore the shift from traditional web browsing to AI-powered conversational search. What does this mean for truth, transparency, and the way we think. As chatbots become the new gateway to information, content creators face...
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Season 4
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Episode 27
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17:22
Grokking: Can AI Solve New Problems or is it all Memorization?
This episode dives into one of the most debated questions in AI today: Are large language models actually reasoning, or are they just incredibly sophisticated parrots?Our discussion traces two schools of thought. On one side, ne...
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Season 4
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Episode 26
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16:35
DevEx Machina: Coding with AI and fixing the 45% Problem
In a world where AI can write code in seconds, what is the true role of a human engineer? Welcome to Embedded AI, the podcast that explores what is required to build robust, secure, and scalable software with artificial intelligence.
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Season 4
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Episode 25
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16:25
What’s Holding AI Agents Back?
In this episode, we explore why today’s AI agents, despite huge advances, still fall short of true, unsupervised autonomy. We break down the findings from two key studies that map out both the architectural and operational bar...
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Season 4
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Episode 24
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18:32
The Acquisition of Arduino: Innovation or Absorption?
In a move that's sending shockwaves through the maker community, Qualcomm has officially acquired Arduino. In this episode, we look at one of the biggest tech stories of October 2025.First, we explore the "why" behind this deal. While Ar...
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Season 4
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Episode 23
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15:39
AI Governance for Australian Companies
Is your business prepared for Australia's shift from voluntary AI ethics to mandatory regulation? In this episode, we unpack a comprehensive guide for establishing a robust AI governance framework within large Australian enterprises. Learn abou...
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Season 4
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Episode 22
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15:44
Demystifying AI and Practical Applications
In this episode, we ask: Is the rise of Artificial Intelligence as pivotal as the invention of electricity or the internet? We look at this history-shifting moment by tracing AI's evolution from the first "perceptron" in the 1950s, through the ...
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Season 4
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Episode 21
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18:25
Why Autonomous AI Agents Are the Next Frontier
In this episode, we explore why autonomous AI agents are being called the next frontier for business. We're moving beyond isolated AI projects and into the era of the "agentic enterprise," where intelligent, autonomous agents...
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Season 4
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Episode 20
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14:31
LLM Bias: Implications for Corporations rolling out AI
In this episode, we dive into one of the biggest challenges in AI today, bias in large language models. The research shows that these models don’t represent all of humanity; instead, they overwhelmingly reflect the values and psychology of West...
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Season 4
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Episode 19
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15:44
Deterministic LLMs: Claims and Challenges
In this episode, we investigate the growing conversation around deterministic large language models (LLMs), models designed to always return the same output for the same input. We contrast this with the more common stochastic LLMs that rely on ...
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Season 4
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Episode 18
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23:03
LLM Scaling Plateau and the Future of AI Innovation
In this episode, we explore the emerging reality of a "generative AI plateau." For years, the path to better AI has been a simple one: bigger models, more data, and more compute. But now, that brute-force approach is showing diminishing returns...
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Season 4
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Episode 17
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21:23
How to integrate AI into Organizations
In today's episode, we're tackling one of the biggest questions facing modern businesses: What's the best way to introduce AI tools to your organization? Is it a top-down corporate mandate, or a bottom-up, grassroots movement? We'll explore the...
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Season 4
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Episode 16
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16:26
Do AI Models Have a Mind Without Memory?
Exploring what it means for a system to converse like a human but forget like a goldfish. Today, we're diving into a topic that's both a technical puzzle and a philosophical mystery: the statelessness of large language models, or LLMs.
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Season 4
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Episode 15
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20:36
Impact of AI on Democracy and the Global Economy
In this episode, we dive into the profound ways artificial intelligence (AI) is reshaping democracy and the global economy. The discussion looks at how AI-driven misinformation, digital authoritarianism, and the growing dominance of tech giants...
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Season 4
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Episode 14
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17:49
AI: A New Pivotal Moment in Human History?
In this episode, we explore the idea that Artificial Intelligence marks one of the great turning points in human history, on par with the Agricultural, Printing, and Industrial Revolutions. By looking back at how past revolutions reorganized la...
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Season 4
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Episode 13
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6:26
Vibe Coding: English as a Programming Language
In this episode, we explore the fascinating new trend of vibe coding, where Large Language Models transform natural language into a programming interface. We trace the history of programming languages and natural language processing to...
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Season 4
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Episode 12
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10:15
Embodied Intelligence: A Necessary Next Step?
In this episode, we investigate Embodied Intelligence—the argument that true artificial intelligence can’t exist in isolation from the physical world. Unlike today’s Large Language Models, which lack grounded understanding and causal r...
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Season 4
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Episode 11
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23:47
AI: 50% Job Loss or the Great Reallocation?
The headlines scream, "50% of jobs gone in 1-5 years!" Do you need to be worried or have we seen this all before? In this episode, we explore how Artificial Intelligence is reshaping the white-collar workforce—not by wiping out jobs, but by rea...
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Season 4
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Episode 10
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35:24
The Sentient Facility: AI and Digital Twins in FM
In this episode, we explore how Artificial Intelligence and Digital Twin technology are revolutionizing the Facilities Management (FM) industry. No longer a reactive, behind-the-scenes function, FM is evolving into a proactive, data-driven stra...
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Season 4
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Episode 9
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26:06
Cognitive Sovereignty - Australia's AGI Strategy
In this episode, we look at the escalating global race for Artificial General Intelligence (AGI), exploring its high-stakes geopolitical implications. Drawing comparisons to the Cold War nuclear arms race, the discussion highlights how AGI diff...
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Season 4
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Episode 8
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15:51
