#19 – Theory Of Mind with Bogdan-Ionut Cirstea

In Algo Podcast Episode 19, Bogdan-Ionut Cirstea and Amjad Hussain discuss Theory Of Mind.

Skip, recap, or review with timestamps:

0:00 Introduction
2:18 Bogdan’s Journey
4:22 Theory of Mind
5:44 Paradigms & Frameworks for Theory of Mind
7:02 Cognitive Science & Neuroscience
8:00 Humans & computational models
8:55 How do Humans Build Theory of Mind Models?
10:14 Brain areas in Theory of Mind & Abstract Models
11:23 Simulation Theory of Mind
13:18 Autonomous AI Systems & Ethical Implications
14:23 AI Alignment Problem
15:40 Chances of AGI This Century
17:01 Powerful AI could be a big deal
18:00 Expanding beyond Earth
19:23 Powerful AI can lead to faster economic growth
20:19 AI Needs to have Theory of Mind of Humans & Vice-Versa
21:14 Dark Side of Theory of Mind
21:45 The transition into Powerful AI could happen soon
22:50 AI replacing jobs?
23:41 Forecasting Powerful AI – Biological Anchors Framework
25:49 Neural Scaling Laws
27:08 Scaling of compute used in largest ML experiments
27:43 Language modeling scaling
28:10 Algorithmic progress
28:40 Probability that FLOP to train a transformative model is affordable
31:30 Human evolution is simple
32:25 Scaling up current methods to achieve human-level NLP
34:30 AI Risk Arguments
35:38 Risk of Existential Catastrophes from AI
39:18 Existential risk when thinking about living people
40:53 Framework to evaluate how impactful global problems are
42:29 Decomposing the AI Alignment Problem
44:56 Humans & Evolution
46:40 Game Theory Models
48:18 Outer Misalignment Example
50:09 Inner Misalignment Example
53:56 Batch Mode Training
57:16 Having a human in the loop
57:51 Powerful AI Concluding Thoughts
59:04 Bogdan’s Current Research
1:01:12 Language Modeling Experiments
1:02:16 Natural Language in Theory of Mind Framework
1:05:20 Evaluating Theory of Mind Models
1:06:42 Advice for engineers designing autonomous systems
1:08:58 Who has influenced Bogdan?
1:11:05 Closing Thoughts

About the host

portrait of Amjad Hussain, one of the author for Algo podcast and the CEO of Algo


Combining human centered AI with deep domain expertise, Algo’s analytics enriched supply chain intelligence platform helps suppliers and retailers plan, collaborate, simulate and execute a more efficient supply chain.

Never miss an episode.

Subscribe to podcast alerts.

Recommended for you