AGI progress, surprising breakthroughs, and the road ahead — the OpenAI Podcast Ep. 5

OpenAI · Advanced ·🛡️ AI Safety & Ethics ·9mo ago
How close are we to automating scientific discovery? What do AI competition wins really tell us about progress toward AGI? OpenAI Chief Scientist Jakub Pachocki and researcher Szymon Sidor share inside stories—from gold medals at the International Math Olympiad to surprising leaps in reasoning—that reveal where AI is headed next. Chapters 1:20 – From high school in Poland to AI research leaders 4:50 – Explaining AGI: technical and everyday perspectives 6:30 – Automating scientific discovery with AI 7:50 – Breakthroughs in medicine, AI safety, and alignment 10:30 – Today is a decade in the making 14:30 – Benchmark saturation and its limits 16:50 – Why math competitions matter for AI 18:15 – How models reason without tools 21:45 – Recognizing when a model can’t solve a problem 23:30 – Storytime: AtCoder competition in Japan 26:50 – How reasoning breakthroughs really happen 28:55 – What’s next for scaling and long-horizon reasoning 30:30 – What AGI will look and feel like 36:25 – Balancing trust and personal value 34:00 – Advice to high school students in 2025
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1 Robots that Learn
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2 Emergence of Grounded Compositional Language in Multi-Agent Populations
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3 OpenAI + Dota 2
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4 Dendi vs. OpenAI at The International 2017
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5 Competitive Self-Play
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6 Learning a Hierarchy
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7 Physical Spam Detection
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8 Ingredients for Robotics Research
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9 OpenAI Five
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10 OpenAI Five: Dota Gameplay
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11 Learning Dexterity
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12 Learning Dexterity: Uncut
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13 OpenAI Five Benchmark: Post-Game Analysis
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14 Investigating Model Based RL for Continuous Control | Alex Botev | 2018 Summer Intern Open House
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15 Generative Modelling | Sadhika Malladi | 2018 Summer Intern Open House
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16 A pathway to more efficient generative models | Will Grathwohl | 2018 Summer Intern Open House
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17 Learning Dexterity | Alex Ray | 2018 Summer Intern Open House
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18 Robust Vision-Based State Estimation | Hsiao-Yu 'Fish' Tung | 2018 Summer Intern Open House
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19 Using Semantic Trees In Place of Sentences | Munashe Shumba | OpenAI Scholars Demo Day 2018
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20 Reinforcement Learning with Prediction-Based Rewards
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21 OpenAI Spinning Up in Deep RL Workshop
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22 Arena Announcement and Closing | OpenAI Five Finals (6/6)
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23 Co-Op Match | OpenAI Five Finals (5/6)
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24 OpenAI Five vs. OG, Game 2 | OpenAI Five Finals (4/6)
OpenAI Five vs. OG, Game 2 | OpenAI Five Finals (4/6)
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25 OpenAI Five vs. OG, Game 1 | OpenAI Five Finals (3/6)
OpenAI Five vs. OG, Game 1 | OpenAI Five Finals (3/6)
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26 Pre-Match Panel Discussion | OpenAI Five Finals (2/6)
Pre-Match Panel Discussion | OpenAI Five Finals (2/6)
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27 Opening Keynote | OpenAI Five Finals (1/6)
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28 OpenAI Robotics Symposium 2019
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29 OpenAI Scholars Demo Day 2019
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30 Multi-Agent Hide and Seek
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31 Solving Rubik’s Cube with a Robot Hand: Uncut
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32 Solving Rubik’s Cube with a Robot Hand: Perturbations
Solving Rubik’s Cube with a Robot Hand: Perturbations
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33 Solving Rubik’s Cube with a Robot Hand
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34 Music Generation | Christine Payne | OpenAI Scholars Demo Day 2018
Music Generation | Christine Payne | OpenAI Scholars Demo Day 2018
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35 Deephypebot | Nadja Rhodes | OpenAI Scholars Demo Day 2018
Deephypebot | Nadja Rhodes | OpenAI Scholars Demo Day 2018
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36 Physics Net | Ifu Aniemeka | OpenAI Scholars Demo Day 2018
Physics Net | Ifu Aniemeka | OpenAI Scholars Demo Day 2018
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37 Art Composition Attributes + CycleGAN | Holly Grimm | OpenAI Scholars Demo Day 2018
Art Composition Attributes + CycleGAN | Holly Grimm | OpenAI Scholars Demo Day 2018
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38 Generating Emotional Landscapes | Hannah Davis | OpenAI Scholars Demo Day 2018
Generating Emotional Landscapes | Hannah Davis | OpenAI Scholars Demo Day 2018
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39 Looking For Grammar In All The Right Places | Alethea Power | OpenAI Scholars Demo Day 2020
Looking For Grammar In All The Right Places | Alethea Power | OpenAI Scholars Demo Day 2020
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40 Semantic Parsing English to GraphQL | Andre Carerra | OpenAI Scholars Demo Day 2020
Semantic Parsing English to GraphQL | Andre Carerra | OpenAI Scholars Demo Day 2020
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41 Long term credit assignment with temporal reward transp… | Cathy Yeh | OpenAI Scholars Demo Day 2020
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42 Social learning in independent multi-agent reinfor… | Kamal N’dousse | OpenAI Scholars Demo Day 2020
Social learning in independent multi-agent reinfor… | Kamal N’dousse | OpenAI Scholars Demo Day 2020
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43 Quantifying Interpretability of Models Trained on Coi… | Jorge Orbay | OpenAI Scholars Demo Day 2020
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44 Towards Epileptic Seizure Prediction with Deep Network | Kata Slama | OpenAI Scholars Demo Day 2020
Towards Epileptic Seizure Prediction with Deep Network | Kata Slama | OpenAI Scholars Demo Day 2020
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45 Universal Adversarial Perturbations and Language M… | Pamela Mishkin | OpenAI Scholars Demo Day 2020
Universal Adversarial Perturbations and Language M… | Pamela Mishkin | OpenAI Scholars Demo Day 2020
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46 Introductions by Sam Altman & Greg Brockman | OpenAI Scholars Demo Day 2020
Introductions by Sam Altman & Greg Brockman | OpenAI Scholars Demo Day 2020
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47 Introduction by Sam Altman | OpenAI Scholars Demo Day 2021
Introduction by Sam Altman | OpenAI Scholars Demo Day 2021
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48 Breaking Contrastive Models with the SET Card Game | Legg Yeung | OpenAI Scholars Demo Day 2021
Breaking Contrastive Models with the SET Card Game | Legg Yeung | OpenAI Scholars Demo Day 2021
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49 Large Scale Reward Modeling | Jonathan Ward | OpenAI Scholars Demo Day 2021
Large Scale Reward Modeling | Jonathan Ward | OpenAI Scholars Demo Day 2021
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50 Words to Bytes: Exploring Language Tokenizations | Sam Gbafa | OpenAI Scholars Demo Day 2021
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51 Learning Multiple Modes of Behavior in a Continuous… | Tyna Eloundou | OpenAI Scholars Demo Day 2021
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52 Scaling Laws for Language Transfer Learning | Christina Kim | OpenAI Scholars Demo Day 2021
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53 Contrastive Language Encoding | Ellie Kitanidis | OpenAI Scholars Demo Day 2021
Contrastive Language Encoding | Ellie Kitanidis | OpenAI Scholars Demo Day 2021
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54 Characterizing Test Time Compute on Graph Structur… | Kudzo Ahegbebu | OpenAI Scholars Demo Day 2021
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55 Studying Scaling Laws for Transformer Architecture … | Shola Oyedele | OpenAI Scholars Demo Day 2021
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56 Feedback Loops in Opinion Modeling | Danielle Ensign | OpenAI Scholars Demo Day 2021
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57 Creating a Space Game with OpenAI Codex
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58 “Hello World” with OpenAI Codex
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59 Talking to Your Computer with OpenAI Codex
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60 Data Science with OpenAI Codex
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Chapters (15)

1:20 From high school in Poland to AI research leaders
4:50 Explaining AGI: technical and everyday perspectives
6:30 Automating scientific discovery with AI
7:50 Breakthroughs in medicine, AI safety, and alignment
10:30 Today is a decade in the making
14:30 Benchmark saturation and its limits
16:50 Why math competitions matter for AI
18:15 How models reason without tools
21:45 Recognizing when a model can’t solve a problem
23:30 Storytime: AtCoder competition in Japan
26:50 How reasoning breakthroughs really happen
28:55 What’s next for scaling and long-horizon reasoning
30:30 What AGI will look and feel like
36:25 Balancing trust and personal value
34:00 Advice to high school students in 2025
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