How AI Really Works: Human Brains, Data Centers, and Responsibility
Tue Jan 27 2026
In this episode of Jagged Edge Podcast with Yogi Patel, Yogi sits down with Vikram Sekar, a semiconductor professional, to unpack how artificial intelligence actually works beneath the surface.
Together, they explore how AI systems are built using GPUs and massive data centers, and why artificial neural networks are often compared to the way the human brain learns and adapts through experience.
The conversation goes beyond hype and headlines to examine the real costs and responsibilities of AI, including energy use, water consumption, and the infrastructure needed to power today’s models. Yogi and Vikram also discuss how adults and children alike can use AI thoughtfully, with curiosity, boundaries, and strong critical thinking skills.
Topics covered in this episode include:
How AI and transformer models really workThe difference between CPUs and GPUsWhy is AI learning often compared to the human brainEnergy, water, and environmental costs of AIAI limitations and why it sometimes gets things wrongHow to help children think critically about technologyUsing AI as a tool for thinking, not replacing thinkingIf you’re curious about AI, cautious about its impact, or trying to navigate technology thoughtfully at work or at home, this episode offers grounded insights and a practical perspective.
🎙 Jagged Edge with Yogi Patel on YouTube https://www.youtube.com/watch?v=oroTcC4tYIA
Available wherever you get your podcasts.
Support the show
Let me know your topics of interest and join me for training or visit the website and read the blogs. Comment with your ideas and thoughts please.
Yogi Patel - Transformation Through Empowerment
Http://yogipateltte.com
yogi@yogipateltte.com
@yogipatel_tte
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In this episode of Jagged Edge Podcast with Yogi Patel, Yogi sits down with Vikram Sekar, a semiconductor professional, to unpack how artificial intelligence actually works beneath the surface. Together, they explore how AI systems are built using GPUs and massive data centers, and why artificial neural networks are often compared to the way the human brain learns and adapts through experience. The conversation goes beyond hype and headlines to examine the real costs and responsibilities of AI, including energy use, water consumption, and the infrastructure needed to power today’s models. Yogi and Vikram also discuss how adults and children alike can use AI thoughtfully, with curiosity, boundaries, and strong critical thinking skills. Topics covered in this episode include: How AI and transformer models really workThe difference between CPUs and GPUsWhy is AI learning often compared to the human brainEnergy, water, and environmental costs of AIAI limitations and why it sometimes gets things wrongHow to help children think critically about technologyUsing AI as a tool for thinking, not replacing thinkingIf you’re curious about AI, cautious about its impact, or trying to navigate technology thoughtfully at work or at home, this episode offers grounded insights and a practical perspective. 🎙 Jagged Edge with Yogi Patel on YouTube https://www.youtube.com/watch?v=oroTcC4tYIA Available wherever you get your podcasts. Support the show Let me know your topics of interest and join me for training or visit the website and read the blogs. Comment with your ideas and thoughts please. Yogi Patel - Transformation Through Empowerment Http://yogipateltte.com yogi@yogipateltte.com @yogipatel_tte