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#ai #llm #aiagents #agentic What Language Model To Choose For Your Project? 🤔 LLM Evaluation: https://youtu.be/PXX2OO7s8wY : evaluation of Hugging Face models Please subscribe to support this channel Explanation of the papers and algorithms of LLM agents in the Agentic AI systems (see timestamps below) using the following concepts and papers: Iterative feedback and refinement for LLM agents + evaluation: Madaan et al. 2023. SELF-REFINE: Iterative Refinement with Self-Feedback. The Reflexion algorithm explained in the paper: Shinn et al. 2023. Reflexion: Language Agents with Verbal Reinforcement Learning Automatic API calls system based on LlaMA + evaluation from the paper: Gorilla: Large Language Model Connected with Massive APIs HuggingGPT agentic system using Hugging Face, from the paper: Shen et al. 2023. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Chain of Thought + evaluation on GSM8K tests from the paper: Wei et al. 2022. Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Agentic LLM + human customizable system for making applications and from the paper: Wu et al. 2023. AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation ChatDev agentic system for software development + its evaluation from the paper: Qian et al. 2023. Communicative Agents for Software Development Video key concepts: 00:00 Intro Agentic AI 00:40 Zero-shot use of LLMs 01:06 self-refine, iterative feedback and agentic refinement algorithm 02:16 Self-refine evaluation with ChatGPT and GPT4 02:29 Reflection method 02:33 Reflexion with verbal reinforcement learning and its evaluation 03:18 Explanation of the Reflexion algorithm and system design 04:26 Gorilla agentic system using tools and generating API calls 04:46 Gorilla evaluation with GPT-4 and Claude + evaluation on document retriever 05:09 Planning in agentic systems + Andrew NG takeaway message 05:23 Chain of Thought prompting for LLM step-by-step reasoning problems 05:36 Evaluation of chain of thought vs standard prompting of PaLM, Codex, GPT, LaMDA, UL2 05:Evaluation of chain of thought prompting on GSM8K tests + examples of chain of thought 06:03 HuggingGPT as LLM controller agentic system 06:23 HuggingGPT example of multi-modal tasks 06:34 HuggingGPT task planning, model selection, task execution, response generation 07:12 Multiagent collaboration: CrewAI and AutoGen 07:29 AutoGen agentic system for applications with customizable and conversable agents 08:05 AutoGen applications and use cases (math, ALF, multi-agent coding, group chat) 08:27 ChatDev agentic system for software development Related concepts and key terms: #ai #agentic #agentic ai #llm #chatdev #autogen #crewai #hugginggpt #huggingface #self-refine #gpt4 #reflexion #gorilla #api #planning #gsm8k #multimodal #multiagent #ALF --Don’t forget to subscribe and watch these related videos: Transformer Language Models Simplified in JUST 3 MINUTES! https://youtu.be/6n-mOFlhbGI This Is How Exactly Language Models Work in AI – NO background needed! https://youtu.be/n_5spvz-2KI The Concept of Backpropagation Simplified in JUST 2 MINUTES! --Neural Networks https://youtu.be/gyW5gQnsm3w https://www.youtube.com/@analyticsCamp/videos?sub_confirmation=1

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AI Updates: April 30, 2024 - New Developments and Strategic Moves in AI Landscape" Today's AI news dives into the innovative uses and strategic advancements in artificial intelligence across various sectors. From Google DeepMind's TacticAI enhancing football strategies to Samsung's robust financial growth driven by AI tech demand, the developments reflect significant strides in AI applications and market dynamics. Stay informed about the dynamic world of AI: Subscribe for the latest updates 📌 Highlights from Today’s Update: TacticAI revolutionizes football corner kicks Samsung capitalizes on AI-driven tech demand OpenAI and Financial Times advance ethical AI The AI Death Calculator's ethical considerations Kaseya's new AI-driven solutions for managed services The debate on AI in autonomous weapons Google's Gemini platform expands AI applications Apple's upcoming AI-focused iPad Pro launch 👍 Found this update insightful? Like this video! 💬 Want to discuss AI's impact further? Comment below! 🔗 Think someone else should see this? Share this video! #AIUpdates #GoogleDeepMind #SamsungAI #OpenAIPartnerships #AIEthics #KaseyaAI #AutonomousWeapons #GoogleGemini #AppleEvent #TechNews2024 #FutureOfAI

Imagine ChatGPT, but with a robot body! That's what Covariant is working on, and it will accelerate the AI takeover of the job market. Deploying flexible AI-powered machines is now a reality. Machines that can perform a specialized function today, can soon be easily updated to perform a different task tomorrow. Covariant has just created the new RFM-1 (Robotics Foundation Model 1), which is like a large language model (LLM), but for robot language. There has been a sudden explosion of humanoid robotics firms like Agility, Figure, 1X and Apptronik. There will soon be no corner of the workforce safe from AI. That notion was supported by Open AI. CaliExpress by Flippy is the world’s first fully autonomous restaurant powered by artificial intelligence. This is now! So what does that mean for the vast majority of people who rely on wages and salary to make a living. How will people earn money going forward? AI-generated text, art, and music are nothing new, but imagine an AI-generated workforce. 00:00:00 My Barista and The New Normal 00:01:24 Crafting Our Evolution 00:02:52 Increasing Demand Driving Supply 00:06:14 Any Exceptions?