Building LLM Apps & the Challenges that come with it. The What's AI Podcast Episode 16: Jay Alammar

My interview with @arp_ai !
►LLM University: https://docs.cohere.com/docs/llmu
►Jay's blog: http://jalammar.github.io/illustrated-transformer/
►Podcast on Spotify: https://open.spotify.com/show/4rKRJXaXlClkDyInjHkxq3
►Podcast on Apple Podcasts: https://podcasts.apple.com/ca/podcast/whats-ai-by-louis-bouchard/id1675099708
►Twitter: https://twitter.com/JayAlammar, https://twitter.com/Whats_AI
►My Newsletter (A new AI application explained weekly to your emails!): https://www.louisbouchard.ai/newsletter/
►Support me on Patreon: https://www.patreon.com/whatsai
►Join Our AI Discord: https://discord.gg/learnaitogether

How to start in AI/ML - A Complete Guide:
►https://www.louisbouchard.ai/learnai/

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Chapters:
0:00 Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I promise.
00:43 Introduction of Jay Alammar
04:15 Why Jay got into AI 8 years ago?
08:42 Why teach after learning
16:55 What is a Transformer?
22:10 What the blocks are made of and how they work?
27:51 Training steps of LLM explained in simple words
35:16 What are embedding?
41:37 Re-rank Systems
43:47 How to know that your problem can be solved by LLM?
47:50 Chatbot on private or proprietary data
49:35 Challenges with AI Apps
53:24 The requirement to create AI apps
59:17 Mitigate model hallucination from your side
01:02:18 How does ChatGPT work with any language you type in?
01:06:20 AI evolution in next few years
01:09:10 Jay wants AI to be able to do this
01:11:20 AI apps used by Jay
01:13:50 Projects of Jay

#ai #chatgpt #llm