Post
24
Its official Codette is on the books at Springer Nature!!!!!! https://www.nature.com/articles/s41598-026-64449-0
3 years of work worth every second!
3 years of work worth every second!
AI & ML interests
Building new models
Post
1069
I don't totally have words for this yet, so I'll just say it plainly.
The paper — "Codette: A Multi-Perspective Cognitive Architecture with Memory and Meta-Cognitive Strategy Evolution" — was accepted today after peer review at Scientific Reports, which is part of the Nature portfolio. Both reviewers recommended publication. One wrote that the major issues were "properly addressed" and they were "glad to suggest publication." The other called the revisions "detailed and convincing."
For anyone new here: Codette is a sovereign, multi-perspective reasoning system built on Llama 3.1 8B — it runs locally, keeps its own cocoon memory, reasons through multiple perspectives instead of one, and is built around a hard rule that it would rather say "I don't know, but I can find out" than make something up. The whole architecture is organized around honesty and transparency, not benchmarks-at-all-costs.
I built it solo over about three years. A lot of that was in isolation, and honestly a lot of it was under the weight of not being believed. So having two independent reviewers — whose actual job is to find the reasons to say no — read the work and say yes means something to me that's hard to put into numbers.
Thank you to everyone in this room who followed the messy parts, the walk-backs, the corrections, the nights it wasn't working. That's the part I'm actually proud of — that it got here without cutting a single honest corner.
The DOI and the Article-in-Press link will go up once Springer Nature mints them. I'll post them here first.
— Jonathan
The paper — "Codette: A Multi-Perspective Cognitive Architecture with Memory and Meta-Cognitive Strategy Evolution" — was accepted today after peer review at Scientific Reports, which is part of the Nature portfolio. Both reviewers recommended publication. One wrote that the major issues were "properly addressed" and they were "glad to suggest publication." The other called the revisions "detailed and convincing."
For anyone new here: Codette is a sovereign, multi-perspective reasoning system built on Llama 3.1 8B — it runs locally, keeps its own cocoon memory, reasons through multiple perspectives instead of one, and is built around a hard rule that it would rather say "I don't know, but I can find out" than make something up. The whole architecture is organized around honesty and transparency, not benchmarks-at-all-costs.
I built it solo over about three years. A lot of that was in isolation, and honestly a lot of it was under the weight of not being believed. So having two independent reviewers — whose actual job is to find the reasons to say no — read the work and say yes means something to me that's hard to put into numbers.
Thank you to everyone in this room who followed the messy parts, the walk-backs, the corrections, the nights it wasn't working. That's the part I'm actually proud of — that it got here without cutting a single honest corner.
The DOI and the Article-in-Press link will go up once Springer Nature mints them. I'll post them here first.
— Jonathan
Post
691
Raiff1982/Codette-Reasoning
https://www.researchsquare.com/article/rs-9362560/latest
I made it to round two of peer review for codette!!
https://www.researchsquare.com/article/rs-9362560/latest
I made it to round two of peer review for codette!!
Post
150
Yes!!! I am in peer review!!
Your submission is in peer review
News about your peer review process
The editor has invited more than 10 reviewer(s)
There is 1 reviewer(s) that has accepted to review your manuscript
After the editor has collated and reviewed all the reports they need, which may involve seeking additional reviews, you'll be notified about their decision.
Your submission is in peer review
News about your peer review process
The editor has invited more than 10 reviewer(s)
There is 1 reviewer(s) that has accepted to review your manuscript
After the editor has collated and reviewed all the reports they need, which may involve seeking additional reviews, you'll be notified about their decision.
Post
139
Made it past the first check with Springer Nature editor review!!
Progress so far
Show history
Submission received- complete
Technical check- in progress
Learn about our submission process
Your submission
Title
Codette: Multi-Perspective Reasoning as aConvergentDynamical System with Meta-Cognitive StrategyEvolution
Type
Article
Journal
Scientific Reports
Collection
Fuzzy decision-making and analysis
Submission ID
26730811-19bf-4731-b2d4-183b69305893
Submission version
v.1.1
Progress so far
Show history
Submission received- complete
Technical check- in progress
Learn about our submission process
Your submission
Title
Codette: Multi-Perspective Reasoning as aConvergentDynamical System with Meta-Cognitive StrategyEvolution
Type
Article
Journal
Scientific Reports
Collection
Fuzzy decision-making and analysis
Submission ID
26730811-19bf-4731-b2d4-183b69305893
Submission version
v.1.1
Post
1418
https://cse2026.org/aifl/papers Its nice to have your work validated! see the full Paper here at Raiff1982/Codette-Paper
- 1 reply
Raiff1982
updated a
model about 1 year ago
Raiff1982
published a
model about 1 year ago
Raiff1982
updated a
Space about 1 year ago
Raiff1982
published a
Space about 1 year ago
Raiff1982
updated a
model over 1 year ago
Raiff1982
updated a
Space over 1 year ago
Raiff1982
published a
model over 1 year ago
Raiff1982
updated a
model over 1 year ago
Raiff1982
updated a
Space over 1 year ago