Machine Learning Street Talk (MLST)

Can We Develop Truly Beneficial AI? George Hotz and Connor Leahy


Listen Later

Patreon: https://www.patreon.com/mlst

Discord: https://discord.gg/ESrGqhf5CB


George Hotz and Connor Leahy discuss the crucial challenge of developing beneficial AI that is aligned with human values. Hotz believes truly aligned AI is impossible, while Leahy argues it's a solvable technical challenge.
Hotz contends that AI will inevitably pursue power, but distributing AI widely would prevent any single AI from dominating. He advocates open-sourcing AI developments to democratize access. Leahy counters that alignment is necessary to ensure AIs respect human values. Without solving alignment, general AI could ignore or harm humans.
They discuss whether AI's tendency to seek power stems from optimization pressure or human-instilled goals. Leahy argues goal-seeking behavior naturally emerges while Hotz believes it reflects human values. Though agreeing on AI's potential dangers, they differ on solutions. Hotz favors accelerating AI progress and distributing capabilities while Leahy wants safeguards put in place.
While acknowledging risks like AI-enabled weapons, they debate whether broad access or restrictions better manage threats. Leahy suggests limiting dangerous knowledge, but Hotz insists openness checks government overreach. They concur that coordination and balance of power are key to navigating the AI revolution. Both eagerly anticipate seeing whose ideas prevail as AI progresses.

Transcript and notes: https://docs.google.com/document/d/1smkmBY7YqcrhejdbqJOoZHq-59LZVwu-DNdM57IgFcU/edit?usp=sharing

Note: this is not a normal episode i.e. the hosts are not part of the debate (and for the record don't agree with Connor or George).

TOC:
[00:00:00] Introduction to George Hotz and Connor Leahy
[00:03:10] George Hotz's Opening Statement: Intelligence and Power
[00:08:50] Connor Leahy's Opening Statement: Technical Problem of Alignment and Coordination
[00:15:18] George Hotz's Response: Nature of Cooperation and Individual Sovereignty
[00:17:32] Discussion on individual sovereignty and defense
[00:18:45] Debate on living conditions in America versus Somalia
[00:21:57] Talk on the nature of freedom and the aesthetics of life
[00:24:02] Discussion on the implications of coordination and conflict in politics
[00:33:41] Views on the speed of AI development / hard takeoff
[00:35:17] Discussion on potential dangers of AI
[00:36:44] Discussion on the effectiveness of current AI
[00:40:59] Exploration of potential risks in technology
[00:45:01] Discussion on memetic mutation risk
[00:52:36] AI alignment and exploitability
[00:53:13] Superintelligent AIs and the assumption of good intentions
[00:54:52] Humanity’s inconsistency and AI alignment
[00:57:57] Stability of the world and the impact of superintelligent AIs
[01:02:30] Personal utopia and the limitations of AI alignment
[01:05:10] Proposed regulation on limiting the total number of flops
[01:06:20] Having access to a powerful AI system
[01:18:00] Power dynamics and coordination issues with AI
[01:25:44] Humans vs AI in Optimization
[01:27:05] The Impact of AI's Power Seeking Behavior
[01:29:32] A Debate on the Future of AI

...more
View all episodesView all episodes
Download on the App Store

Machine Learning Street Talk (MLST)By Machine Learning Street Talk (MLST)

  • 4.7
  • 4.7
  • 4.7
  • 4.7
  • 4.7

4.7

83 ratings


More shows like Machine Learning Street Talk (MLST)

View all
Data Skeptic by Kyle Polich

Data Skeptic

470 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

434 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

296 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

324 Listeners

Practical AI by Practical AI LLC

Practical AI

190 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

200 Listeners

Last Week in AI by Skynet Today

Last Week in AI

282 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

352 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

125 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

190 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

63 Listeners

"Upstream" with Erik Torenberg by Erik Torenberg

"Upstream" with Erik Torenberg

64 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

422 Listeners

AI + a16z by a16z

AI + a16z

33 Listeners

Training Data by Sequoia Capital

Training Data

36 Listeners