ChatGPT is killing your learning!

What's AI by Louis-François Bouchard · Beginner ·🧠 Large Language Models ·2y ago

Key Takeaways

The video discusses the importance of conceptual learning and understanding fundamentals in various subjects, rather than relying on copy-pasting problems into ChatGPT or other generative models to get answers. It emphasizes the need for pedagogy and step-by-step learning to truly understand concepts.

Full Transcript

one thing that kind of keeps me up at night a little bit is my nieces and nephews the first thing is like all right well I'm just going to copy and paste this into cha gbt or I'm going to copy and paste this into Bard and then get the answers back but that doesn't really teach you the pedagogy isn't there it doesn't really teach you kind of step by step how might I approach this problem how would I solve it how would I think empirically and so I feel like what we need to do and need to be focused on is helping people understand kind of Concepts so that they learn the fundamentals of being able to program mathematics physics chemistry whatever it might be in which case the generative models become kind of like an accelerant like something that helps them be more efficient but that isn't just the tool with the answer that people accept blindly

Original Description

ChatGPT is killing your learning! Here’s how Conceptual Learning is more important than copy pasting problem in ChatGPT. Or, in other words, how fundamentals are more important than copy pasting problems or questions and answers getting your solution from model without a second thought. ChatGPT is powerful to learn, but it requires to double check and make sure it does things correctly. If you are not an expert and are asking about something you know nothing about, a funny tip is to ask the same question to multiple instances or language models. This way, it confirms the model is not completely hallucinating. If you are using ChatGPT plus, another tip is to ask it to make sure its information is up to date and appropriate by Googling. So asking the model to google it before it gets you a response. Then, you may still need to confirm with old-fashion googling and forums. From my interview with @DynamicWebPaige from @GoogleDeepMind on the What’s AI podcast. Listen on Spotify: https://open.spotify.com/episode/7rL9OLEDDTsUu3e9FYBfvJ?si=Yq9056U1TgiASU5WxmWF1A Listen on Apple Podcast: https://podcasts.apple.com/ca/podcast/whats-ai-podcast-by-louis-fran%C3%A7ois-bouchard/id1675099708?i=1000634200440 Watch on YouTube: https://youtu.be/y5nxMnTtbD4?si=8guuNwU1yF6oWUtT #ai #chatgpt #bard
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Playlist

Uploads from What's AI by Louis-François Bouchard · What's AI by Louis-François Bouchard · 0 of 60

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1 What is Artificial intelligence? | Artificial Intelligence terms explained for everyone 1
What is Artificial intelligence? | Artificial Intelligence terms explained for everyone 1
What's AI by Louis-François Bouchard
2 What is Machine Learning? | Introduction to ML for beginners in a minute 2
What is Machine Learning? | Introduction to ML for beginners in a minute 2
What's AI by Louis-François Bouchard
3 What is Deep Learning | Introduction to DL for beginners in a minute 3
What is Deep Learning | Introduction to DL for beginners in a minute 3
What's AI by Louis-François Bouchard
4 What is Supervised Learning | Machine Learning basics explained for beginners 4
What is Supervised Learning | Machine Learning basics explained for beginners 4
What's AI by Louis-François Bouchard
5 What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What's AI by Louis-François Bouchard
6 What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What's AI by Louis-François Bouchard
7 What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What's AI by Louis-François Bouchard
8 What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What's AI by Louis-François Bouchard
9 What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard
10 What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What's AI by Louis-François Bouchard
11 What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What's AI by Louis-François Bouchard
12 What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What's AI by Louis-François Bouchard
13 Comparing AGI and Traditional AI: Now and Beyond
Comparing AGI and Traditional AI: Now and Beyond
What's AI by Louis-François Bouchard
14 Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
What's AI by Louis-François Bouchard
15 Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
What's AI by Louis-François Bouchard
16 Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
What's AI by Louis-François Bouchard
17 What is Image Segmentation ? | Computer Vision & ML Techniques Explained for Beginners 17
What is Image Segmentation ? | Computer Vision & ML Techniques Explained for Beginners 17
What's AI by Louis-François Bouchard
18 Object Detection Clearly Explained for Everyone
Object Detection Clearly Explained for Everyone
What's AI by Louis-François Bouchard
19 What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What's AI by Louis-François Bouchard
20 What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What's AI by Louis-François Bouchard
21 Data Science Demystified - An Essential Introduction
Data Science Demystified - An Essential Introduction
What's AI by Louis-François Bouchard
22 Demystifying Data Mining - A Clear and Concise Explanation
Demystifying Data Mining - A Clear and Concise Explanation
What's AI by Louis-François Bouchard
23 Decoding Logistic Regression - A Simple and Comprehensive Explanation
Decoding Logistic Regression - A Simple and Comprehensive Explanation
What's AI by Louis-François Bouchard
24 What is the YOLO algorithm? | Introduction to You Only Look Once, Real Time Object Detection 24
What is the YOLO algorithm? | Introduction to You Only Look Once, Real Time Object Detection 24
What's AI by Louis-François Bouchard
25 AI or Human? What is the Turing Test
AI or Human? What is the Turing Test
What's AI by Louis-François Bouchard
26 Genetic Algorithms Demystified - How Algorithms Evolve
Genetic Algorithms Demystified - How Algorithms Evolve
What's AI by Louis-François Bouchard
27 What is Data Labeling ? | Prepare Your Data for ML and AI | Attaching meaning to digital data 27
What is Data Labeling ? | Prepare Your Data for ML and AI | Attaching meaning to digital data 27
What's AI by Louis-François Bouchard
28 Human Pose Estimation in Machine Learning Explained (2D & 3D)
Human Pose Estimation in Machine Learning Explained (2D & 3D)
What's AI by Louis-François Bouchard
29 What is Self-Supervised Learning ? | Will machines be able to learn like humans ? 29
What is Self-Supervised Learning ? | Will machines be able to learn like humans ? 29
What's AI by Louis-François Bouchard
30 What are GANs ? | Introduction to Generative Adversarial Networks | Face Generation & Editing - 30
What are GANs ? | Introduction to Generative Adversarial Networks | Face Generation & Editing - 30
What's AI by Louis-François Bouchard
31 Introduction to Energy-Based Learning | Yann LeCun Paper
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard
32 The Science Behind Google Translate: Understanding Transformers
The Science Behind Google Translate: Understanding Transformers
What's AI by Louis-François Bouchard
33 Mastering CNNs in 5 Minutes | ConvNets Explained
Mastering CNNs in 5 Minutes | ConvNets Explained
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34 Discover the Power of YOLOv4 - Real-Time Object Detection Simplified
Discover the Power of YOLOv4 - Real-Time Object Detection Simplified
What's AI by Louis-François Bouchard
35 Learn to Draw Real People using AI: Unveiling Future of Image-to-Image Translation
Learn to Draw Real People using AI: Unveiling Future of Image-to-Image Translation
What's AI by Louis-François Bouchard
36 AI Powers PAC-MAN - The Game Engine-Free Revolution
AI Powers PAC-MAN - The Game Engine-Free Revolution
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37 This AI makes blurry faces look 60 times sharper! Introduction to PULSE: photo upsampling
This AI makes blurry faces look 60 times sharper! Introduction to PULSE: photo upsampling
What's AI by Louis-François Bouchard
38 Facebook's TransCoder: Converting Programming Languages with AI
Facebook's TransCoder: Converting Programming Languages with AI
What's AI by Louis-François Bouchard
39 Transforming Images to 3D Models with AI - Discover PIFuHD
Transforming Images to 3D Models with AI - Discover PIFuHD
What's AI by Louis-François Bouchard
40 Optimize Your ML Models - Avoid Underfitting and Overfitting
Optimize Your ML Models - Avoid Underfitting and Overfitting
What's AI by Louis-François Bouchard
41 Behind the Scenes - Disney's Secrets to High-Res Face Swaps
Behind the Scenes - Disney's Secrets to High-Res Face Swaps
What's AI by Louis-François Bouchard
42 Linear Regression in Machine Learning Explained in 5 Minutes
Linear Regression in Machine Learning Explained in 5 Minutes
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43 Style Transfer Better Than GANs! Swapping Autoencoder Explained
Style Transfer Better Than GANs! Swapping Autoencoder Explained
What's AI by Louis-François Bouchard
44 Use AI to Remove Objects from Videos
Use AI to Remove Objects from Videos
What's AI by Louis-François Bouchard
45 OpenAI's Language Generator: GPT | The first AI Generating Text, Code, Websites...
OpenAI's Language Generator: GPT | The first AI Generating Text, Code, Websites...
What's AI by Louis-François Bouchard
46 Autocomplete Images With AI: image-GPT explained
Autocomplete Images With AI: image-GPT explained
What's AI by Louis-François Bouchard
47 Turning Reality into Art - AI That Cartoonizes Your Pictures and Videos
Turning Reality into Art - AI That Cartoonizes Your Pictures and Videos
What's AI by Louis-François Bouchard
48 From Portrait to Cartoon - Discover the Power of FreezeG
From Portrait to Cartoon - Discover the Power of FreezeG
What's AI by Louis-François Bouchard
49 Transfer clothes between photos using AI. From a single image!
Transfer clothes between photos using AI. From a single image!
What's AI by Louis-François Bouchard
50 Precise 3D Human Pose and Mesh Estimation from a Single RGB Image
Precise 3D Human Pose and Mesh Estimation from a Single RGB Image
What's AI by Louis-François Bouchard
51 Smart Navigation - How AI Robots Understand and Explore Environments
Smart Navigation - How AI Robots Understand and Explore Environments
What's AI by Louis-François Bouchard
52 Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
What's AI by Louis-François Bouchard
53 ECCV 2020 Best Paper Award | RAFT: A New Deep Network Architecture For Optical Flow | WITH CODE
ECCV 2020 Best Paper Award | RAFT: A New Deep Network Architecture For Optical Flow | WITH CODE
What's AI by Louis-François Bouchard
54 Maximize Business Efficiency with AI / GPT Technology!
Maximize Business Efficiency with AI / GPT Technology!
What's AI by Louis-François Bouchard
55 AI Transforms Google Photos into Real-Life Scenes
AI Transforms Google Photos into Real-Life Scenes
What's AI by Louis-François Bouchard
56 Old Photo Restoration Using Deep Learning | 2020 Novel Approach Explained & Results
Old Photo Restoration Using Deep Learning | 2020 Novel Approach Explained & Results
What's AI by Louis-François Bouchard
57 This computer vision algorithm removes the water from underwater images !
This computer vision algorithm removes the water from underwater images !
What's AI by Louis-François Bouchard
58 DeepFakes in 5 minutes | Understand how deepfakes work and create your own!
DeepFakes in 5 minutes | Understand how deepfakes work and create your own!
What's AI by Louis-François Bouchard
59 A new brain-inspired intelligent system can drive a car using only 19 control neurons!
A new brain-inspired intelligent system can drive a car using only 19 control neurons!
What's AI by Louis-François Bouchard
60 Toonify: Turn Real Faces into Animated Disney Characters
Toonify: Turn Real Faces into Animated Disney Characters
What's AI by Louis-François Bouchard

The video teaches the importance of conceptual learning and understanding fundamentals in various subjects, and how generative models like ChatGPT can be used as accelerants to enhance learning, rather than relying on them for blind answers. It emphasizes the need for pedagogy and step-by-step learning to truly understand concepts. By watching this video, viewers can learn to approach problems conceptually and use LLMs effectively.

Key Takeaways
  1. Recognize the limitations of LLMs
  2. Understand the importance of conceptual learning
  3. Learn to approach problems step-by-step
  4. Use generative models as accelerants, not crutches
  5. Focus on understanding fundamentals
💡 Generative models are not a replacement for conceptual learning and understanding fundamentals, but rather a tool to enhance learning and increase efficiency.

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