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Demystifying AI and Practical Applications
Manage episode 510614979 series 3620285
محتوای ارائه شده توسط David Such. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط David Such یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
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.
If you are interested in learning more then please subscribe to the podcast or head over to https://medium.com/@reefwing, where there is lots more content on AI, IoT, robotics, drones, and development. To support us in bringing you this material, you can buy me a coffee or just provide feedback. We love feedback!
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