Feb. 25, 2025

Alexander Long on Pluralis Research and protocol learning for frontier models

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Alexander Long on Pluralis Research and protocol learning for frontier models

This is my conversation with Alexander Long, Founder & CEO of Pluralis Research.

This is my conversation with Alexander Long, Founder & CEO of Pluralis Research.

Timestamps:
- (00:00:00) intro
- (00:00:55) collaborative training
- (00:09:49) economics of training
- (00:13:10) what is protocol learning?
- (00:20:48) protocol learning design and politics
- (00:33:39) sponsor: Splits
- (00:34:22) hardware requirements
- (00:41:53) adapting to the landscape
- (00:49:53) open and closed models
- (00:52:52) market structure with fully open models
- (00:56:34) research and risks
- (01:02:19) labor and national security
- (01:10:58) looking to the future
- (01:14:20) outro

Links:
- Alexander on X: https://x.com/_alexanderlong
- Alexander on Github: https://github.com/AlexanderJLong
- Article 2: Protocol Learning, Protocol Models and the Great Convergence: https://www.pluralisresearch.com/p/article-2-protocol-learning-protocol
- Decentralized Training Looms: https://www.pluralisresearch.com/p/decentralized-ai-looms

Thank you to our sponsor for making this podcast possible:
- Splits: https://splits.org

Into the Bytecode:
- Sina Habibian on X: https://twitter.com/sinahab
- Sina Habibian on Farcaster - https://warpcast.com/sinahab
- Into the Bytecode: https://intothebytecode.com

Disclaimer: this podcast is for informational purposes only. It is not financial advice nor a recommendation to buy or sell securities. The host and guests may hold positions in the projects discussed.

00:00 - intro

00:55 - collaborative training

09:49 - economics of training

13:10 - what is protocol learning?

20:48 - protocol learning design and politics

33:39 - sponsor: Splits

34:22 - hardware requirements

41:53 - adapting to the landscape

49:53 - open and closed models

52:52 - market structure with fully open models

56:34 - research and risks

01:02:19 - labor and national security

01:10:58 - looking to the future

01:14:20 - outro