Meta just unveiled an AI System capable of converting thoughts to text with a whopping 80% accuracy. https://ai.meta.com/blog/brain-ai-research-human-communication/ https://www.perplexity.ai/page/meta-s-brain-to-text-ai-RsNeVfYKRq.ACDOVMt2AhQ

Andrey Karpathy's last video about LLM is great, especially for the beginners of the topic. Here are the chapters of the video: - 00:01:00 pretraining data (internet) - 00:07:47 tokenization - 00:14:27 neural network I/O - 00:20:11 neural network internals - 00:26:01 inference - 00:31:09 GPT-2: training and inference - 00:42:52 Llama 3.1 base model inference - 00:59:23 pretraining to post-training - 01:01:06 post-training data (conversations) - 01:20:32 hallucinations, tool use, knowledge/working memory - 01:41:46 knowledge of self - 01:46:56 models need tokens to think - 02:01:11 tokenization revisited: models struggle with spelling - 02:04:53 jagged intelligence - 02:07:28 supervised finetuning to reinforcement learning - 02:14:42 reinforcement learning - 02:27:47 DeepSeek-R1 - 02:42:07 AlphaGo - 02:48:26 reinforcement learning from human feedback (RLHF) - 03:09:39 preview of things to come - 03:15:15 keeping track of LLMs - 03:18:34 where to find LLMs - 03:21:46 grand summary

The course consists of 10 lessons that cover the fundamentals of building AI agents. Each lesson stands alone, so start wherever you like! ✨ [Link to the course in comments!] Here's what it covers: 🏁 Intro to AI Agents 🔍 Agentic Frameworks 🧠 Agentic Design Patterns 🔨 Tool Use Design Pattern 🔗 Agentic RAG 🛡️ Building Trustworthy AI Agents 🗺️ Planning Design Pattern 🤝 Multi-Agent Design Pattern 💭 Metacognition Design Pattern 🚀 AI Agents in Production

For anybody who has just started learning AI agent, It gets very ovewhelming seeing a lot of tools and frameworks in the market. It becomes very important to understand whats really happening inder the hood. I benefitted a lot from this where the creator has taught ReAct agent building using python without any framework from scratch https://www.youtube.com/watch?v=hKVhRA9kfeM

A 6 weeks interactive course to learn how to build and deploy your own agents. Register for free 👇🏼https://huggingface.co/agents-course