Article "Why artificial general intelligence lies beyond deep learning"
by Swaptik Chowdhury and Steven Popper
February 18, 2024
by Swaptik Chowdhury and Steven Popper
February 18, 2024
Chatted with my friend Leopold Aschenbrenner about the trillion dollar cluster, unhobblings + scaling = 2027 AGI, CCP espionage at AI labs, leaving OpenAI and starting an AGI investment firm, dangers of outsourcing clusters to the Middle East, & The Project.
Timestamps
00:00:00 The trillion-dollar cluster and unhobbling
00:21:20 AI 2028: The return of history
00:41:15 Espionage & American AI superiority
01:09:09 Geopolitical implications of AI
01:32:12 State-led vs. private-led AI
02:13:12 Becoming Valedictorian of Columbia at 19
02:31:24 What happened at OpenAI
02:46:00 Intelligence explosion
03:26:47 Alignment
03:42:15 On Germany, and understanding foreign perspectives
03:57:53 Dwarkesh's immigration story and path to the podcast
04:03:16 Random questions
04:08:47 Launching an AGI hedge fund
04:20:03 Lessons from WWII
04:29:57 Coda: Frederick the Great
Listen to the full audiobook version of "Situational Awareness: The Decade Ahead" by Leopold Aschenbrenner, a former OpenAI employee. This report, "Situational Awareness: The Decade Ahead", offers a chillingly realistic glimpse into what the next few years hold as we rapidly approach AGI and the even more powerful superintelligence that will follow.
Chapters:
0:00:00 - Introduction
0:02:33 - I. From GPT-4 to AGI: Counting the OOMs
0:51:32 - II. From AGI to Superintelligence: the Intelligence Explosion
1:40:11 - III. The Challenges
1:42:07 - IIIa. Racing to the Trillion-Dollar Cluster
2:04:31 - IIIb. Lock Down the Labs: Security for AGI
2:31:59 - IIIc. Superalignment
3:10:45 - IIId. The Free World Must Prevail
3:39:35 - IV. The Project
4:09:26 - V. Parting Thoughts
4:16:35 - Appendix
There are four essential characteristics of human intelligence that current AI systems don’t possess: reasoning, planning, persistent memory, and understanding the physical world. Once we have systems with such capabilities, it will still take a while before we bring them up to human level.