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    Building AI Agents: Beyond Chatbots

    32 min
    |
    13 fuentes
    |
    18 mar 2026
    AITechnologyProductivity

    Discover how LLMs have evolved from text generators to action-taking AI agents. Learn the neural architecture behind these systems and how to build your own agents that can understand goals and execute complex tasks autonomously.

    Building AI Agents: Beyond Chatbots

    Mejor cita de Building AI Agents: Beyond Chatbots

    “

    We're at a genuine inflection point where AI is moving beyond chatbots into systems that can actually understand what you want, break complex tasks into steps, and use different tools to accomplish goals with minimal human input.

    ”

    Esta lección de audio fue creada por un miembro de la comunidad BeFreed

    Pregunta de entrada

    How LLMs work and how to build AI agents

    Voces del presentador
    Lenaplay
    Milesplay
    Estilo de aprendizaje
    Profundo
    Fuentes de conocimiento
    What Is ChatGPT Doing ... and Why Does It Work?
    Make Your Own Neural Network
    ChatGPT For Dummies
    Artificial Intelligence and Generative AI for Beginners
    Hands-On Machine Learning with Scikit-Learn and TensorFlow
    Keras Reinforcement Learning Projects

    Creado por exalumnos de la Universidad de Columbia en San Francisco

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    Creado por exalumnos de la Universidad de Columbia en San Francisco

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    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
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    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
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    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

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    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
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    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
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    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
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    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

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    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
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    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
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    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
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    star
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    star

    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
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    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
    star
    star
    star
    star
    star

    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
    12
    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
    4.5K

    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
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    star

    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

    @Jaded_Falcon
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    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
    platform
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    star

    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
    star
    star
    star
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    ManagementAmerican HistoryWarTradingStoicismAnxietySex
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    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    Herramientas de aprendizaje
    Knowledge VisualizerAI Podcast Generator
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    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
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    Puntos clave

    1

    Beyond Chatbots: AI That Acts

    0:00

    Lena: Hey everyone, welcome to today's episode! I've been thinking about something that's been all over tech news lately—AI agents. Miles, I keep hearing about these LLM-powered agents that can supposedly make decisions and take actions on their own. Is this just more AI hype or is there something genuinely revolutionary happening here?

    0:22

    Miles: You know, it's funny you ask that. What's fascinating is that we're at a genuine inflection point with this technology. These aren't just chatbots anymore—they're systems that can actually understand what you want, break complex tasks into steps, and use different tools to accomplish goals with minimal human input.

    0:41

    Lena: Wait, so we're talking about AI that can actually... do things? Like, beyond just generating text?

    0:47

    Miles: Exactly! Think of it this way—instead of just answering questions about code, an AI agent could analyze your entire codebase, identify bugs, write fixes, and even test them—all while explaining its reasoning at each step. What's remarkable is that these agents aren't following rigid, pre-programmed workflows. They're dynamically deciding what tools to use and how to approach problems.

    1:11

    Lena: That sounds incredibly powerful. But I'm curious—how do these agents actually work under the hood? What makes them different from the AI we've been using already?

    1:21

    Miles: Let's break down the building blocks of these AI agents and see how they're transforming what's possible with large language models.

    2

    The Neural Architecture That Makes It All Possible

    3

    The Transformer Revolution That Changed Everything

    4

    From Text Prediction to Intelligent Action

    5

    The Architecture of Autonomous Intelligence

    6

    Memory, Learning, and Adaptation

    7

    Building Your First AI Agent

    8

    The Future of Human-AI Collaboration

    9

    Your AI Agent Action Plan

    10

    Wrapping Up: The Intelligence Revolution

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