From Microsoft GitHub to Google DeepMind - Paige Bailey on AI Research and Products What's AI Ep. 21
This week I received Paige Bailey, Lead product manager at Google DeepMind and previously working at Microsoft GitHub building Copilot. In this episode, we discussed the democratization of AI, advancements in AI-assisted coding, and the ethics of innovation. Discover how AI is subtly reshaping our everyday experiences and the realm of software engineering.
Listen on Spotify: https://open.spotify.com/episode/7rL9OLEDDTsUu3e9FYBfvJ?si=lgaaIMtxQBqGxuVQUjziaQ
Listen on Apple Podcasts: https://podcasts.apple.com/ca/podcast/whats-ai-by-louis-bouchard/id1675099708
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Chapters (14)
Hey! Tap the Thumbs Up button and Subscribe. You'll learn a lot of cool stuff, I
1:27
Introduction of Paige Bailey
3:42
External coding assistants vs In-built copilots of IDEs
8:26
Problem: Beginners using ChatGPT without a core understanding of the subject
15:35
Solving hallucination (At least trying!)
19:58
Does size matters for models?
22:48
Making small products competent for big products (SAFELY!)
27:43
Paige's role as a Product manager in DeepMind
30:41
Paige shares what it's like to work in a constantly innovating space as a produc
34:38
When should you establish an AI research team in your startup?
36:51
Using GPT-4 to finetune your smaller models for commercial use isn't allowed (Bu
38:57
Paige's suggestions for Model Fine-tuning
42:48
AI will not increase the gap b/w rich and poor (Hopefully!)
45:53
AI'
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What is Artificial intelligence? | Artificial Intelligence terms explained for everyone 1
What's AI by Louis-François Bouchard
What is Machine Learning? | Introduction to ML for beginners in a minute 2
What's AI by Louis-François Bouchard
What is Deep Learning | Introduction to DL for beginners in a minute 3
What's AI by Louis-François Bouchard
What is Supervised Learning | Machine Learning basics explained for beginners 4
What's AI by Louis-François Bouchard
What is Unsupervised Learning | Machine Learning basics explained for beginners 5
What's AI by Louis-François Bouchard
What is Semi-Supervised Learning | Machine Learning basics explained for beginners 6
What's AI by Louis-François Bouchard
What is Reinforcement Learning | Machine Learning basics explained for beginners 7
What's AI by Louis-François Bouchard
What is Classification | Introduction to Machine Learning for beginners | The Most Used Terms 8
What's AI by Louis-François Bouchard
What is Regression | Introduction to Machine Learning for beginners | The Most Used Terms 9
What's AI by Louis-François Bouchard
What is Clustering | Introduction to Machine Learning for beginners | The Most Used Terms 10
What's AI by Louis-François Bouchard
What is Backpropagation | Artificial Intelligence & Machine Learning Basics for Beginners 11
What's AI by Louis-François Bouchard
What is NLP ? | Introduction to Natural Language Processing for Beginners | Machine Learning 12
What's AI by Louis-François Bouchard
Comparing AGI and Traditional AI: Now and Beyond
What's AI by Louis-François Bouchard
Demystifying Neural Network: A Beginner's Guide to Machine Learning Fundamentals
What's AI by Louis-François Bouchard
Understanding Computer Vision: An Entry-Level Introduction to ML-Driven CV
What's AI by Louis-François Bouchard
Chatbots for Beginners: A Comprehensive Intro to Machine Learning Applications
What's AI by Louis-François Bouchard
What is Image Segmentation ? | Computer Vision & ML Techniques Explained for Beginners 17
What's AI by Louis-François Bouchard
Object Detection Clearly Explained for Everyone
What's AI by Louis-François Bouchard
What is a RNN ? | Introduction to Recurrent Neural Network FOR EVERYONE 19
What's AI by Louis-François Bouchard
What is Transfer Learning ? | Deep Learning Basics Explained for Beginners 20
What's AI by Louis-François Bouchard
Data Science Demystified - An Essential Introduction
What's AI by Louis-François Bouchard
Demystifying Data Mining - A Clear and Concise Explanation
What's AI by Louis-François Bouchard
Decoding Logistic Regression - A Simple and Comprehensive Explanation
What's AI by Louis-François Bouchard
What is the YOLO algorithm? | Introduction to You Only Look Once, Real Time Object Detection 24
What's AI by Louis-François Bouchard
AI or Human? What is the Turing Test
What's AI by Louis-François Bouchard
Genetic Algorithms Demystified - How Algorithms Evolve
What's AI by Louis-François Bouchard
What is Data Labeling ? | Prepare Your Data for ML and AI | Attaching meaning to digital data 27
What's AI by Louis-François Bouchard
Human Pose Estimation in Machine Learning Explained (2D & 3D)
What's AI by Louis-François Bouchard
What is Self-Supervised Learning ? | Will machines be able to learn like humans ? 29
What's AI by Louis-François Bouchard
What are GANs ? | Introduction to Generative Adversarial Networks | Face Generation & Editing - 30
What's AI by Louis-François Bouchard
Introduction to Energy-Based Learning | Yann LeCun Paper
What's AI by Louis-François Bouchard
The Science Behind Google Translate: Understanding Transformers
What's AI by Louis-François Bouchard
Mastering CNNs in 5 Minutes | ConvNets Explained
What's AI by Louis-François Bouchard
Discover the Power of YOLOv4 - Real-Time Object Detection Simplified
What's AI by Louis-François Bouchard
Learn to Draw Real People using AI: Unveiling Future of Image-to-Image Translation
What's AI by Louis-François Bouchard
AI Powers PAC-MAN - The Game Engine-Free Revolution
What's AI by Louis-François Bouchard
This AI makes blurry faces look 60 times sharper! Introduction to PULSE: photo upsampling
What's AI by Louis-François Bouchard
Facebook's TransCoder: Converting Programming Languages with AI
What's AI by Louis-François Bouchard
Transforming Images to 3D Models with AI - Discover PIFuHD
What's AI by Louis-François Bouchard
Optimize Your ML Models - Avoid Underfitting and Overfitting
What's AI by Louis-François Bouchard
Behind the Scenes - Disney's Secrets to High-Res Face Swaps
What's AI by Louis-François Bouchard
Linear Regression in Machine Learning Explained in 5 Minutes
What's AI by Louis-François Bouchard
Style Transfer Better Than GANs! Swapping Autoencoder Explained
What's AI by Louis-François Bouchard
Use AI to Remove Objects from Videos
What's AI by Louis-François Bouchard
OpenAI's Language Generator: GPT | The first AI Generating Text, Code, Websites...
What's AI by Louis-François Bouchard
Autocomplete Images With AI: image-GPT explained
What's AI by Louis-François Bouchard
Turning Reality into Art - AI That Cartoonizes Your Pictures and Videos
What's AI by Louis-François Bouchard
From Portrait to Cartoon - Discover the Power of FreezeG
What's AI by Louis-François Bouchard
Transfer clothes between photos using AI. From a single image!
What's AI by Louis-François Bouchard
Precise 3D Human Pose and Mesh Estimation from a Single RGB Image
What's AI by Louis-François Bouchard
Smart Navigation - How AI Robots Understand and Explore Environments
What's AI by Louis-François Bouchard
Techfitlab Breaks Down Tesla Autopilot, AI, ML, and DL Complexities
What's AI by Louis-François Bouchard
ECCV 2020 Best Paper Award | RAFT: A New Deep Network Architecture For Optical Flow | WITH CODE
What's AI by Louis-François Bouchard
Maximize Business Efficiency with AI / GPT Technology!
What's AI by Louis-François Bouchard
AI Transforms Google Photos into Real-Life Scenes
What's AI by Louis-François Bouchard
Old Photo Restoration Using Deep Learning | 2020 Novel Approach Explained & Results
What's AI by Louis-François Bouchard
This computer vision algorithm removes the water from underwater images !
What's AI by Louis-François Bouchard
DeepFakes in 5 minutes | Understand how deepfakes work and create your own!
What's AI by Louis-François Bouchard
A new brain-inspired intelligent system can drive a car using only 19 control neurons!
What's AI by Louis-François Bouchard
Toonify: Turn Real Faces into Animated Disney Characters
What's AI by Louis-François Bouchard
DeepCamp AI