All language subtitles for 01 - What is an autonomous Agent AI

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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:00,006 --> 00:00:03,003 - [Instructor] Agent AI automates AI 2 00:00:03,003 --> 00:00:06,009 using the reasoning power of large language models 3 00:00:06,009 --> 00:00:12,009 to run complex tasks by breaking them into simple tasks. 4 00:00:12,009 --> 00:00:15,009 Agent AI has some special characteristics 5 00:00:15,009 --> 00:00:18,006 that makes it different from intelligent chatbots. 6 00:00:18,006 --> 00:00:23,002 First, agent AI uses the reasoning power of LLM 7 00:00:23,002 --> 00:00:24,009 to make decisions. 8 00:00:24,009 --> 00:00:29,002 These are decisions the AI will make on our behalf 9 00:00:29,002 --> 00:00:31,000 in our absence, 10 00:00:31,000 --> 00:00:34,007 and so reasoning is very important for our safety. 11 00:00:34,007 --> 00:00:37,005 We will talk more about this throughout the course. 12 00:00:37,005 --> 00:00:40,000 This will be helpful for us to design 13 00:00:40,000 --> 00:00:44,008 and build agent AI products and systems in this course. 14 00:00:44,008 --> 00:00:48,007 Second, agent AI has memory. 15 00:00:48,007 --> 00:00:51,002 Why does a chatbot need memory? 16 00:00:51,002 --> 00:00:53,005 Well, intelligent chatbots, 17 00:00:53,005 --> 00:00:56,004 like Gemini or ChatGPT, 18 00:00:56,004 --> 00:00:59,002 can remember the context of a chat 19 00:00:59,002 --> 00:01:01,005 and continue conversations. 20 00:01:01,005 --> 00:01:03,007 But it is not an agent AI, 21 00:01:03,007 --> 00:01:05,007 and it does not have memory. 22 00:01:05,007 --> 00:01:07,003 So if we ask for something 23 00:01:07,003 --> 00:01:10,003 and the chatbot gives an incorrect answer, 24 00:01:10,003 --> 00:01:12,007 it'll forget its mistake. 25 00:01:12,007 --> 00:01:15,004 An agent AI has memory. 26 00:01:15,004 --> 00:01:18,005 So if it gives an unsatisfactory answer, 27 00:01:18,005 --> 00:01:21,004 it can remember and improve it. 28 00:01:21,004 --> 00:01:24,008 How does it know its answer is unsatisfactory? 29 00:01:24,008 --> 00:01:28,009 The agent AI has the ability to ponder its own decisions 30 00:01:28,009 --> 00:01:31,004 and adjust its approach. 31 00:01:31,004 --> 00:01:37,002 Third, the best part of agent AI is that it can communicate. 32 00:01:37,002 --> 00:01:39,003 Who do you think it communicates with? 33 00:01:39,003 --> 00:01:42,009 Well, it can communicate with its environment. 34 00:01:42,009 --> 00:01:45,005 Think of automation in a factory. 35 00:01:45,005 --> 00:01:48,003 And it can communicate with other agents. 36 00:01:48,003 --> 00:01:51,007 Think of multiple agents doing a task each 37 00:01:51,007 --> 00:01:56,006 to execute on a complex task that you want to automate. 38 00:01:56,006 --> 00:02:00,006 So an agent AI automates AI 39 00:02:00,006 --> 00:02:04,007 by breaking complex tasks into simple tasks, 40 00:02:04,007 --> 00:02:08,004 and uses reasoning to run tools, 41 00:02:08,004 --> 00:02:12,003 uses memory to remember and improve itself, 42 00:02:12,003 --> 00:02:14,005 and communicates with the environment 43 00:02:14,005 --> 00:02:18,001 and other agents to achieve its goals. 44 00:02:18,001 --> 00:02:22,008 Join me on this journey to learn more about how agents work, 45 00:02:22,008 --> 00:02:25,008 the many different kinds of agents we can design. 46 00:02:25,008 --> 00:02:28,007 And I'll teach you how to build agents 47 00:02:28,007 --> 00:02:33,000 with live exercises using absolutely zero code. 3647

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