Reading List

Reading List

This Section Is From @JackSoslow All Credit Goes To Him!\ Music Playlist

• Blogs / Threads / Papers

• Podcasts

• Videos / Video Podcasts / Video Essays

• Books

• Movies

This Is AImed Towards The AI Curious Looking To Go Down The Rabbit Hole Not The AI Expert. It Will Be Updated ~Monthly. Recommendations Are Accepted Via DM @JackSoslow

---

Blogs / Threads / Papers

S Tier (“Best Of The Best”)

• Tim Urban (2015)—The AI Revolution: The Road To Superintelligence
• Andrej Karpathy (2017)—Software 2.0
• Gwern (2020)—The Scaling Hypothesis
• Wikipedia—The History Of Artificial Intelligence
• Google Research, Vaswani Et Al. (2017)—Attention Is All You Need

A Tier

• Eliezer Yudkowsky (2001)—Creating Friendly AI Summary
• Tim Urban (2015)—The AI Revolution: Our Immortality Or Extinction
• Deepmind (2017)—AlphaGo
• Eliezer Yudkowsky (2017)—There’s No Fire Alarm For Artificial Intelligence
• Jay Alammar (2018)—The Illustrated Transformer
• OpenAI (2020)—Language Models Are Few Shot Learners (GPT-3)
• Deepmind (2020)—MuZero: Mastering Go, Chess, Shogi, And Atari Without Rules
• OpenAI (2020)—AI And Efficiency
• OpenAI (2021)—CLIP: Connecting Text And Images
• Nostalgebraist (2022)—Chinchilla’s Wild Implications
• Gwern (2022)—It Looks Like You’re Trying To Take Over The World

Best Of The Rest

• Scott Alexander (2016)—Superintelligence FAQ
• OpenAI (2017)—Learning To Communicate
• OpenAI (2017)—Evolution Strategies As An Alternative To Reinforcement Learning
• OpenAI (2017)—Learning To Cooperate, Compete, And Communicate
• OpenAI (2017)—Proximal Policy Optimization
• OpenAI (2017)—Competitive Self-Play
• OpenAI (2018)—AI And Compute
• Deepmind (2019)—Capture The Flag: The Emergence Of Complex Cooperative Agents
• OpenAI (2019)—OpenAI Five Defeats Dota 2 World Champions
• OpenAI (2019)—Deep Double Descent
• Jay Alammar (2020)—How GPT-3 Works: Visualizations And Animations
• Evhub (2020)—11 Proposals Of For Building Safe Advanced AI
• Deepmind (2022)—Discovering Novel Algorithms With AlphaTensor
• Deepmind (2020)—Using JAX To Accelerate Our Research’
• Deepmind (2020)—AlphaFold: A Solution To A 50-year-old Grand Challenge In Biology
• Leigh Marie Braswell (2021)—Startup Opportunities In Machine Learning Infrastructure
• Meta AI (2021)—Teaching AI How To Forget At Scale
• OpenAI (2021)—DALL-E: Creating Images From Text
• OpenAI (2021)—Multimodal Neurons In Artificial Neural Networks
• OpenAI (2021)—Improving Language Model Behavior By Training On A Curated Dataset
• OpenAI (2021)—OpenAI Codex
• OpenAI (2022)—Aligning Language Models To Follow Instructions
• OpenAI (2022)—DALL-E 2
• OpenAI (2022)—Learning To Play Minecraft With Video PreTraining
• OpenAI (2022)—Introducing Whisper
• OpenAI (2022)—ChatGPT: Optimizing Language Models For Dialog
• Nature (2022)—What’s Next For AlphaFold
• Meta AI (2022)—CICERO: AN AI Agent That Negotiates, Persuades, And Cooperates With People
• Yann Lecun (2022)—How To Make AI Systems Learn And Reason Like Animals And Humans
• Robert May (2022)—The Mental Model Most AI Investors Are Missing
• Roon (2022)—Text Is The Universal Interface
• Jack Soslow (2022)—2022 AI Research And Trends Round Up

Books

• Deep Learning (2016)
• Superintelligence (2014)
• The Singularity Is Near (2005)

Movies

• AlphaGo (2017)
• Her (2013)
• 2001: A Space Odyssey (1968)

---

Podcasts

S Tier (“Best Of The Best”)

• Sam Altman | Greymatter—AI For The Next Era
• Connor Leahy | Machine Learning Street Talk—AI Alignment & AGI Fire Alarm
• Demis Hassabis | Lex Fridman—Demis Hassabis: DeepMind

A Tier

• George Hotz | Lex Fridman—Comma.ai, OpenPilot, And Autonomous Vehicles
• Ilya Sutskever | Lex Fridman—Deep Learning
• Emad Mostaque | Good Time Show—Founder Of Stable Diffusion On AI Ethics, Religion, India’s AI Future And Open Source
• Ben Goertzel | Machine Learning Street Talk—Artificial General Intelligence
• Andrej Karpathy | Lex Fridman—Tesla AI, Self-Driving, Optimus, Aliens, And AGI

Best Of The Rest

• A16z—GPT-3, Beyond The Hype
• Stratechery—The AI Unbundling
• Reading For Your Life—The Singularity Is Near By Ray Kurzweil
• Yann Lecun | Lex Fridman—Dark Matter Of Intelligence And Self-Supervised Learning
• Jim Keller | Lex Fridman—The Future Of Computing, AI, Life, And Consciousness
• George Hotz | Lex Fridman—Hacking The Simulation & Learning To Drive With Neural Nets
• Ben Goertzel | Lex Fridman—Artificial General Intelligence—Lex Fridman Podcast
• Gary Marcus | Machine Learning Street Talk—Prof. Gary Marcus 3.0
• Connor Leahy—GPT-3 As An AI Fire Alarm
• Joscha Bach | Lex Fridman—Artificial Consciousness And The Nature Of Reality
• John Carmack | Lex Fridman—Doom, Quake, VR, AGI, Programming, Video Games, And Rockets

Videos / Video Podcasts / Video Essays

S Tier (“Best Of The Best”)

• Eliezer Yudkowsky (2007)—Introducing The Singularity: Three Major Schools Of Thought
• Eliezer Yudkowsky (2017)—Difficulties Of Artificial General Intelligence Alignment
• Eric Elliott (2020)—What It’s Like To Be A Computer: An Interview With GPT-3
• Ethan Caballero (2022)—Broken Neural Scaling Laws
• A Tier

• Yannic Kilcher (2017)—Attention Is All You Need
• OpenAI (2019)—Multi Agent Hide And Seek
• WSJ (2019)—How China Is Using Artificial Intelligence In Classrooms
• Yannic Kilcher (2020)—GPT-3: Language Models Are Few Shot Learners (Paper Explained)

Best Of The Rest

• Eliezer Yudkowsky (2012)—Intelligence Explosion
• OpenAI (2017)—Dota2
• Fei Fei Li (2018)—How To Make AI That’s Good For People
• George Hotz (2019)—Jailbreaking The Simulation With George Hotz
• Lex Fridman (2019)—Deep Learning Basics: Introduction And Overview
• Sam Altman (2020)—Sam Altman Talks About AI At Big Compute 20 Tech Conference
• Two Minute Papers (2020)—OpenAI GPT-3 - Good At Almost Everything
• Jack Soslow (2020)—Two AIs Talking To Each Other
• Lex Fridman (2020)—GPT-3 Vs Human Brain
• Harrison Kinsley And Daniel Kukiela (2020)–Neural Networks From Scratch - P.3 The Dot Product
• Lex Fridman (2020)—Deep Learning State Of The Art
• Bycloud (2020)—What Happens When AI Robots Design Themselves
• Two Minute Papers (2020)—MuZero: DeepMind’s New AI Mastered More Than 50 Games
• Mira Murati (2020)—Ensuring AGI Benefits All Of Humanity
• Two Minute Papers (2020)—Can An AI Design Our Tax Policy?
• Neat AI (2021)—Lenia—Conway’s Game Of Life Arrives In The 21st Century
• Sam Altman (2021)—The Future Of AI Research From DALL-E To GPT-3
• Yannic Kilcher (2021)—How Far Can We Scale Up? Deep Learning’s Diminishing Returns (Article Review)
• Two Minute Papers (2021)—Watch Tesla’s Self-Driving Car Learning In A Simulation
• Ethan Caballero (2022)—Scale Is All You Need
• Two Minute Papers (2022)—DeepMind AlphaFold A Gift To Humanity
• OpenAI (2022)—Aligning AI Systems With Human Intent
• NeatAI (2022)—AI Learns NEAT Pacman Solution
• Yannic Kilcher (2022)—Grokking: Generalization Beyond Overfitting On Small Algorithmic Datasets (Paper Explained)
• The Third Build (2022)—How An AI Is Becoming The World’s Best Pokemon Player