Building AI Agents: Beyond Chatbots

32분

2026년 1월 9일

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 베스트 인용

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.

이 오디오 레슨은 BeFreed 커뮤니티 멤버가 만들었습니다

질문 입력

How LLMs work and how to build AI agents

호스트 음성

Lena

Miles

학습 스타일

심층

지식 출처

What Is ChatGPT Doing ... and Why Does It Work?

Artificial Intelligence and Generative AI for Beginners

Hands-on Machine Learning With Scikit-learn And Tensorflow

더 알아보기

Learn about Llm agent

학습 계획

Learn about Llm agent

As AI shifts from passive chat to active autonomy, mastering agents is essential for the next generation of software development. This plan is ideal for developers and tech innovators looking to build self-correcting, task-oriented AI systems.

4 h 5 m•4 섹션

Study LLM internals and Claude Code harness

학습 계획

Study LLM internals and Claude Code harness

As AI evolves from simple chat interfaces to autonomous agents, understanding the underlying architecture is crucial for senior developers. This plan bridges the gap between deep learning theory and practical, agentic development using Claude Code, making it ideal for engineers looking to build reliable AI-driven software.

3 h 26 m•4 섹션

Master AI, Build & Orchestrate Agents

학습 계획

Master AI, Build & Orchestrate Agents

As AI evolves from simple chat interfaces to autonomous workflows, mastering agent orchestration is becoming a critical skill for modern developers. This plan is ideal for engineers and architects looking to transition from theory to building scalable, multi-agent systems for the enterprise.

3 h 36 m•4 섹션

Neural Networks and LLM

학습 계획

Neural Networks and LLM

This learning plan is essential for developers and data scientists looking to transition from basic machine learning to state-of-the-art generative AI. It bridges the gap between theoretical mathematics and practical implementation, making it ideal for those who want to build or fine-tune their own large language models.

2 h 53 m•4 섹션

Build AI agents for new small businesses

학습 계획

Build AI agents for new small businesses

As small businesses face increasing pressure to do more with less, AI agents offer a scalable solution for operational efficiency. This learning plan is designed for entrepreneurs and business leaders who want to leverage intelligent automation to streamline tasks and drive growth without needing a deep technical background.

3 h 24 m•4 섹션

Become AI/ML/LLM Engineer & Learn Daily

학습 계획

Become AI/ML/LLM Engineer & Learn Daily

This comprehensive path bridges the gap between academic theory and industry-grade AI deployment. It is designed for aspiring engineers and developers who want to master the full stack of modern artificial intelligence, from foundational math to cutting-edge LLM applications.

3 h 38 m•4 섹션

AI, machine learning

학습 계획

AI, machine learning

This learning plan is essential for anyone looking to enter or advance in the rapidly growing field of artificial intelligence, whether you're a software developer, data professional, or career changer. It provides both the theoretical foundation and practical skills needed to build real AI systems, while also addressing the critical ethical considerations that every AI practitioner must understand. Perfect for those who want to go beyond surface-level AI knowledge and develop the expertise to create, deploy, and responsibly manage machine learning solutions.

1 h 54 m•4 섹션

To build a new ai acitecture

학습 계획

To build a new ai acitecture

This curriculum is essential for engineers and researchers aiming to move beyond pre-built models to architecting original AI systems. It provides the technical depth required to design scalable, agentic, and transformer-based solutions for the next generation of intelligent software.

3 h 19 m•4 섹션

샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다

웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다

웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

1.5K Ratings4.7

지금 바로 학습 여정을 시작하세요

Building AI Agents: Beyond Chatbots

32분

2026년 1월 9일

AI Technology Productivity

Building AI Agents: Beyond Chatbots 베스트 인용

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.

이 학습 계획의 일부

agent实操和应用，特别是最先进的agent架构如何设计，如何让a gen t

학습 계획

agent实操和应用，特别是最先进的agent架构如何设计，如何让a gen t

3 h 38 m•4 에피소드

Build Enterprise Agent Platform for Devs

학습 계획

Build Enterprise Agent Platform for Devs

3 h 21 m•4 에피소드

deep learning, ML

학습 계획

deep learning, ML

3 h 12 m•4 에피소드

Frontier knowledge is llm

학습 계획

Frontier knowledge is llm

2 h 20 m•4 에피소드

AI agent for software development

학습 계획

AI agent for software development

3 h 9 m•4 에피소드

Cli agents

학습 계획

Cli agents

3 h 10 m•4 에피소드

How to learn Claude code

학습 계획

How to learn Claude code

2 h 20 m•5 에피소드

I want to learn the fundamentals of LLMs

학습 계획

I want to learn the fundamentals of LLMs

1 h 56 m•4 에피소드

핵심 요점

Beyond Chatbots: AI That Acts

0:00

0:22

0:41

0:47

1:11

1:21

The Neural Architecture That Makes It All Possible

1:29

1:43

1:47

2:10

2:16

2:39

2:43

3:02

3:08

3:27

3:32

3:56

3:58

4:14

4:16

4:34

4:44

The Transformer Revolution That Changed Everything

4:58

5:05

5:25

5:31

5:48

5:59

6:14

6:20

6:41

4:44

7:04

7:11

7:26

7:33

From Text Prediction to Intelligent Action

7:48

8:02

8:16

8:19

8:40

0:47

8:59

9:07

2:10

9:31

9:48

9:51

10:06

10:15

10:29

10:36

The Architecture of Autonomous Intelligence

10:51

11:00

11:15

3:32

11:39

4:44

11:58

12:01

12:20

12:25

12:36

12:40

12:56

8:19

13:22

4:44

13:41

13:49

14:05

3:32

Memory, Learning, and Adaptation

14:28

14:39

14:54

14:56

15:12

4:44

15:31

15:40

15:56

16:01

16:16

16:22

16:41

16:46

17:03

3:32

Building Your First AI Agent

17:24

17:34

17:45

17:49

18:05

18:09

18:26

8:19

18:48

4:44

19:05

19:09

19:24

19:28

19:45

19:50

20:10

3:32

20:32

20:36

20:52

20:57

The Future of Human-AI Collaboration

21:12

21:27

21:50

21:54

22:12

4:44

22:35

22:42

23:01

23:06

23:29

23:34

23:50

23:55

24:12

24:16

24:36

24:42

Your AI Agent Action Plan

24:59

25:13

25:22

25:24

25:44

25:48

26:05

26:07

26:23

26:27

26:42

26:45

27:01

27:04

27:17

27:21

27:39

27:42

27:58

28:01

28:16

28:18

28:35

4:44

Wrapping Up: The Intelligence Revolution

28:55

29:13

29:34

3:32

29:57

30:08

30:29

30:36

30:55

4:44

31:24

31:38

31:49

32:01

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What Is ChatGPT Doing ... and Why Does It Work?

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이 오디오 레슨은 BeFreed 커뮤니티 멤버가 만들었습니다

질문 입력

How LLMs work and how to build AI agents

호스트 음성

Lena

Miles

학습 스타일

심층

지식 출처

더 알아보기

Learn about Llm agent

학습 계획

Learn about Llm agent

4 h 5 m•4 섹션

Study LLM internals and Claude Code harness

학습 계획

Study LLM internals and Claude Code harness

3 h 26 m•4 섹션

Master AI, Build & Orchestrate Agents

학습 계획

Master AI, Build & Orchestrate Agents

3 h 36 m•4 섹션

Neural Networks and LLM

학습 계획

Neural Networks and LLM

2 h 53 m•4 섹션

Build AI agents for new small businesses

학습 계획

Build AI agents for new small businesses

3 h 24 m•4 섹션

Become AI/ML/LLM Engineer & Learn Daily

학습 계획

Become AI/ML/LLM Engineer & Learn Daily

3 h 38 m•4 섹션

AI, machine learning

학습 계획

AI, machine learning

1 h 54 m•4 섹션

To build a new ai acitecture

학습 계획

To build a new ai acitecture

3 h 19 m•4 섹션

샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다

웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

샌프란시스코에서 컬럼비아 대학교 동문들이 만들었습니다

BeFreed는 1,000,000 호기심 넘치는 글로벌 커뮤니티를 하나로 연결합니다

웹에서 BeFreed가 어떻게 논의되고 있는지 더 보기

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

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

@Moemenn

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

@Chloe, Solo founder, LA

117

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

@Raaaaaachelw

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

@Matt, YC alum

108

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

@Erin, Investment Banking Associate , NYC

254

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

@djmikemoore

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

@Pitiful

4.5K

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

@SofiaP

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

@Jaded_Falcon

201

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

@OojasSalunke

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

@Leo, Law Student, UPenn

483

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

@Cashflowbubu

1.5K Ratings4.7

지금 바로 학습 여정을 시작하세요