درباره این اپیزود
In this episode, we delve deeper into the foundations, history, and current importance of Good Old-Fashioned Artificial Intelligence (GOFAI) and Symbolic AI. Discover the adventure of researchers taking the first steps of artificial intelligence from the 1950s onwards, designing systems based on logic, rules, and symbols to mimic human intelligence.
What Are We Talking About?
- History and Foundations: The birth of GOFAI, the role of the Dartmouth Conference, and the visions of pioneers such as Allen Newell, Herbert Simon, and Marvin Minsky.
- Rise of Expert Systems: The achievements and limitations of landmark projects such as MYCIN (medical diagnostics), DENDRAL (chemical analysis), SHRDLU (natural language processing).
Challenges and AI Winters: Frame Problem (unexpected situations), knowledge representation issues, and disappointments caused by overly optimistic predictions.
- Modern Connections: How GOFAI-inspired Explainable Artificial Intelligence (XAI) and neuro-symbolic systems (deep learning + logic) are creating more transparent and reliable AI.
About Me: https://fbildirici.github.io
انگلیسی
ایالات متحده آمریکا
رونوشت 🔗
Are you the producer of this podcast?
Add a podcast transcript
Need Audio-to-Text?
Transcribe with Listen411 in Just 60 Seconds
جستجوی اپیزودهای گذشته
اپیزودهای قبلی Explain The Explainables را جستجو کن.
قسمت های دیگر در این پادکست
Genesis—every story has one, and ours begins right here. I’m Fatih, your host for Explain The Explainables, where we trace the arc of innovation from its earliest sparks to today’s AI revolution. Join me as we uncover the myths, the machines, and the minds behind our most transformative technologie…
Ever wonder how Ned Ludd and his followers—iconic “machine breakers” of the early nineteenth century—connect to our modern struggles with AI-driven automation? In this episode, we spotlight the thundering events captured in Brian Merchant’s Blood in the Machine, unearthing how the Industrial Revolu…
Are you ready for the incredible story of,Reinforcement Learning - one of AI's most fascinating fields? In this episode, we're taking you on an extraordinary journey from simple animal experiments tomodern artificial intelligence.
How did a story that began with Pavlov's dogs and Thorndike's curiou…
🖖 Vulcan salute from the second episode of Explain the Explainables! Today, we’re taking a deep dive into Mustafa Suleyman’s The Coming Wave, a book that challenges us to think about how rapid advancements in AI and biotechnology are reshaping our world. We’ll explore why it’s becoming harder to ex…
سلب مسئولیت: پادکست و آثار هنری تعبیه شده در این صفحه متعلق به Fatih Bildirici PhD(c) است که متعلق به صاحب آن است و به Listen Notes، Inc وابسته یا تایید نشده است.
ویرایش
از کمک شما برای بروز نگهداشتن پایگاهدادههای پادکست سپاسگزاریم
