#3 [Basics] Decoding AI_ ML, DL, GenAI, LLMs, and ChatGPT

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Journey to the Center of the AI

Shanmuga Ganesh Kalasalingam

5 episodes

5 days ago

Step into the world of artificial intelligence with a show that demystifies the machines shaping our future. Whether you're just AI-curious or a seasoned techie, this podcast is your guide through the layers of AI—from the basics of machine learning to the cutting edge of neural networks, ethics, and beyond. Hosted with a clear, engaging, and exploratory tone, each episode dives into a new concept, career path, or emerging trend, making complex ideas accessible and exciting. Pack your curiosity—we're heading to the center of the AI.

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#3 [Basics] Decoding AI_ ML, DL, GenAI, LLMs, and ChatGPT

Journey to the Center of the AI

15 minutes 11 seconds

7 months ago

#3 [Basics] Decoding AI_ ML, DL, GenAI, LLMs, and ChatGPT

🎙️ Episode Title: The Evolution and Future of Artificial Intelligence

In this episode, we take you on a compelling journey through the evolution of Artificial Intelligence—from its rule-based roots to the cutting-edge world of large language models (LLMs) and beyond.

We begin with the symbolic AI era of the 1950s, where early pioneers believed human intelligence could be replicated with logic and formal rules. Discover how systems like MYCIN and DENDRAL marked the dawn of expert systems, and why these early breakthroughs eventually gave way to the first AI winter.

As computing power increased and data grew abundant, a new era emerged: machine learning. We dive into the rise of neural networks, the revival of backpropagation in the 1980s, and the massive leap that deep learning brought in the 2010s. Hear how milestones like AlexNet and BERT paved the way for today's most powerful models.

Then, we arrive at the present—where LLMs like GPT and ChatGPT are transforming how we work, communicate, and create. What makes these models so powerful? And how are they being applied across industries?

Looking ahead, we explore the future of AI, from generative AI tools that produce art, code, and video, to autonomous agents capable of self-directed tasks. We also cover edge AI, where intelligence lives on devices rather than in the cloud, and the broader implications of the pursuit of Artificial General Intelligence (AGI).

Throughout this episode, we touch on the real-world impact of AI—on healthcare, finance, education, logistics, and more—as well as the ethical questions and societal shifts that come with it.

Whether you’re a curious newcomer or a seasoned tech enthusiast, this episode will give you a comprehensive and accessible look at where AI came from, where it is now, and where it’s heading next.

🔗 Read the full article: https://bytes.shanmugaganesh.in/15-2