Demystifying AI and Practical Applications

Embedded AI - Intelligence at the Deep Edge

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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 infamous "AI Winter," to today's deep learning revolution.

We then peek under the hood of the Large Language Models (LLMs) powering our world, breaking down core concepts like the attention mechanism and temperature. We also confront their biggest weaknesses, including hallucinations and limited memory.

Finally, we get practical, exploring how corporations are using AI for everything from contract review to advanced knowledge management and automation. But it's not all about opportunity—we also tackle the critical risks, ethical concerns, and governance challenges, from cultural bias to data security, that we must navigate.

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