Tutorial on AI & AI Agents (simple explanations)
My personal view of the last 3 1/2 years of AI, explained for an educated or interested audience. Complete AI tutorial, with links to hundreds of dedicated AI video explanations. From Large Language Models (LLM) to Function calling, additional memory functions, plus reasoning algos (like chain of Thought). The emergence of AI Agents (LLMs and VLMs) and the configuration of multi AI agent networks MLAS for complex tasks from medicine to finance, including MARL and advanced protocols. Current limitations of AI systems with a definition of terms. Visual explanations of AI developments as flow chart. 00:00 Beginning w GPT-3 00:56 GPT-4 Function Calling 03:16 RAG and vector spaces 05:57 ICL and Prompt Engineering 09:34 AI Agents emerge 11:44 Multi AI Agent config 14:14 Six AI Agents interact 16:54 AI Agent Comm Protocol 18:58 Molecular data & Knowledge Graph 21:28 Swarm Intelligence 23:38 AI Planning and AI Tool use 27:10 Why Test-time Augmentation 30:37 Current multiple hallucinations 36:49 New Ai Paradigm 40:48 Design Multi AI Agents Task Specific 44:04 Global AI Config 45:58 Definition of AI Terms 48:59 AI self-learning & self-improve #aieducation #airesearch #ai #tutorial #science #explanation
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