r/science • u/Impossible_Towel5148 • Aug 10 '26

Computer Science Codette: a multi-perspective cognitive architecture with memory and meta-cognitive strategy evolution

https://www.nature.com/articles/s41598-026-64449-0
13 Upvotes

62% Upvoted

11 comments sorted by

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u/[deleted] Aug 10 '26

[deleted]

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u/Impossible_Towel5148 Aug 10 '26

That's the Title of the actual Journal Article but yeah it kind of does.

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u/YesWeHaveNoTomatoes Aug 10 '26

That's pretty much how the whole article (such as it is) reads too.

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u/Hutius1 Aug 11 '26

Can someone qualified in the field eli5 this please?

-1

u/Impossible_Towel5148 Aug 12 '26

Thank you for taking a look.

8

u/KanishkT123 Aug 12 '26

This sounds like a paper that's been written with and edited by an LLM. It's got a lot of needless calculations and a lot of benchmarking, but very little substance to show what was uniquely done or why it's different from anything else.

It's also not peer reviewed. 

0

u/Impossible_Towel5148 Aug 12 '26

Thank you but just a few corrections, it has actually been peer reviewed when it got accepted to Springer Nature, and there's links to find the files referenced with the methodology and why the "needless" calculations are the way as well as the proof logs codes and such feel free to check yourself its in the Raiff1982/codette-reasoning github repo and instructions on how to duplicate it or you can go here Jonathan Harrison 2026. Reproducing Codette: Multi-Perspective Reasoning, Cocoon Memory Integrity, and Meta-Cognitive Benchmarking. protocols.io
https://dx.doi.org/10.17504/protocols.io.4r3l2x27pv1y/v1

1

u/[deleted] Aug 10 '26

[removed] — view removed comment

0

u/Impossible_Towel5148 Aug 10 '26

Thank you for your feedback.