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16 changes: 8 additions & 8 deletions _config.yml
Original file line number Diff line number Diff line change
Expand Up @@ -44,6 +44,10 @@ exclude:
- LICENSE
- Gemfile
- Gemfile.lock
- vendor
- node_modules
- gulpfile.js
- package.json


# Conversion
Expand Down Expand Up @@ -82,6 +86,9 @@ collections:
poetry:
output: true
permalink: /:collection/:title/
projects:
output: true
permalink: /projects/:name/
Comment on lines +89 to +91
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question: Check consistency of permalink structure for new 'projects' collection.

Confirm that all project items include a 'name' field, or switch to ':title' for consistency unless a distinct reason exists for using ':name'.


# Plugins (preferred order: remote theme first)
plugins:
Expand Down Expand Up @@ -120,11 +127,4 @@ defaults:
values:
layout: post
share: false
# _exclude
exclude:
- vendor
- Gemfile
- Gemfile.lock
- node_modules
- gulpfile.js
- package.json
# end defaults
8 changes: 8 additions & 0 deletions _drafts/benchmark-game-rules-and-first-results.md
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@@ -0,0 +1,8 @@
---
layout: post
title: "Benchmark Game: Rules and First Results"
author: Recursion Lab
tags: [benchmark, evaluation, recursion]
---

Publish the benchmark rules, show example runs.
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@@ -0,0 +1,8 @@
---
layout: post
title: "Δ-Space Calculus: Operators of Difference and Torsion"
author: Recursion Lab
tags: [calculus, delta, torsion]
---

Define the calculus, give examples.
8 changes: 8 additions & 0 deletions _drafts/koriel-architecture-notes-from-the-first-draft.md
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@@ -0,0 +1,8 @@
---
layout: post
title: "Koriel Architecture: Notes from the First Draft"
author: Recursion Lab
tags: [koriel, cognition, architecture]
---

Outline the architecture, core operators, open problems.
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@@ -0,0 +1,8 @@
---
layout: post
title: "Language Beyond Language: Meta-Affixes and Perspectivology"
author: Recursion Lab
tags: [language, semantics, recursion]
---

Show your constructed grammar pieces with examples.
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@@ -0,0 +1,8 @@
---
layout: post
title: "MetaPrincipia Autopoiesis: Toward Meta-Laws of Self-Production"
author: Recursion Lab
tags: [autopoiesis, systems, theory]
---

Post your current draft, show the diagrams, list the unresolved questions.
8 changes: 8 additions & 0 deletions _drafts/translogical-calculus-a-proof-beyond-godel.md
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@@ -0,0 +1,8 @@
---
layout: post
title: "Translogical Calculus: A Proof Beyond Gödel"
author: Recursion Lab
tags: [logic, proof, calculus]
---

Walk through the proof sketch, why it matters.
53 changes: 32 additions & 21 deletions _pages/projects.md
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Expand Up @@ -6,24 +6,35 @@ permalink: /projects/

## Projects

This page lists prototype ideas exploring recursive systems. Replace or expand these with your own projects as they evolve.

### Recursive Self-Reflection Engine
- Goal: Prototype a system that self-evaluates outputs, detects contradictions, and regenerates improved responses.
- Sketch: Combine a language model with lightweight symbolic rules to create a feedback loop for critique → revise → verify.
- Notes: Inspired by work on emergent recursive cognition via language-encoded symbolic systems. Add links and code when available.

### Recursive Reasoning Tools for LLMs
- Goal: Build tools or prompt frameworks that enforce recursive reasoning (multiple passes with critique and revision).
- Sketch: Design a reusable protocol (plan → draft → critique → revise) and measure quality gains on target tasks.
- Notes: Start with prompt-only approaches; evolve into lightweight libraries if useful.

### Visualization of Feedback Systems
- Goal: Create visual/interactive models of recursive systems from biology, cognition, or social domains.
- Sketch: Show how loops amplify, stabilize, and collapse; let users tweak parameters to see phase changes.
- Notes: Consider small web demos or notebooks.

### Cognitive Architecture Comparisons
- Goal: Compare architectures (e.g., CLARION and others) to locate where explicit vs. implicit recursion plays a role.
- Sketch: Build small simulations to highlight differences in learning and control loops.
- Notes: Collect references (papers, Wikipedia) and plan a minimal, comparable benchmark.
{% assign items = site.projects | sort: 'title' %}
{% if items and items.size > 0 %}
<div class="project-list">
<ul>
{% for item in items %}
<li>
<a href="{{ item.url }}">{{ item.title }}</a>
{% if item.summary %}<div class="project-summary">{{ item.summary }}</div>{% endif %}
</li>
{% endfor %}
</ul>
<hr/>
</div>
{% endif %}

### Koriel Architecture
Recursive cognition architecture. Whitepaper + draft specs. Prototype code in progress.

### MetaPrincipia Autopoiesis
Theory of self-producing systems with meta-laws. Notes + diagrams.

### Post-Gödel Translogical Calculus
Proof beyond incompleteness. Formal draft posted. Extensions into delta-space.

### Δ-Space Calculus
Calculus of difference and torsion. Equations, operator library.

### Benchmark Game
Custom benchmark for recursion. Rules, scoring, open challenges.

### Language Work
Meta-affixes, metasuperpositional prepositions, perspectivology. Notes + examples.
13 changes: 13 additions & 0 deletions _projects/recursive-reasoning-tools-for-llms.md
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@@ -0,0 +1,13 @@
---
layout: page
title: Recursive Reasoning Tools for LLMs
summary: Tools and protocols that enforce recursive reasoning via plan → draft → critique → revise loops.
status: concept
permalink: /projects/recursive-reasoning-tools-for-llms/
---

Goal: Build tools or prompt frameworks that enforce recursive reasoning (multiple passes with critique and revision).

Sketch: Design a reusable protocol (plan → draft → critique → revise) and measure quality gains on target tasks.

Notes: Start with prompt-only approaches; evolve into lightweight libraries if useful.
13 changes: 13 additions & 0 deletions _projects/recursive-self-reflection-engine.md
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@@ -0,0 +1,13 @@
---
layout: page
title: Recursive Self-Reflection Engine
summary: Prototype that self-evaluates outputs, detects contradictions, and regenerates improved responses.
status: concept
permalink: /projects/recursive-self-reflection-engine/
---

Goal: Prototype a system that self-evaluates outputs, detects contradictions, and regenerates improved responses.

Sketch: Combine a language model with lightweight symbolic rules to create a feedback loop for critique → revise → verify.

Notes: Inspired by work on emergent recursive cognition via language-encoded symbolic systems. Add links and code when available.
22 changes: 10 additions & 12 deletions about.md
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Expand Up @@ -6,19 +6,17 @@ permalink: /about/

## About

Recursion Lab studies the interplay of recursion, cognition, and systems. We publish public notes and working prototypes that test ideas about feedback, self‑reference, and emergent behavior.
Recursion Lab studies recursion as a generative mechanism in cognition and systems.

We believe recursion is a core mechanism — in learning, in feedback, and in self‑reference. Through notes, experiments, and open-source prototypes we explore:
This is the public notebook of ongoing architectures, formalisms, and prototypes.

- How recursive architectures enable emergent cognition
- How biological, computational, and social systems stabilize via feedback loops
- What happens when recursion is applied to meaning, memory, and identity
### Current lines of work

This site is a research‑and‑prototype space. Browse the Blog for ongoing notes, and Projects for experiments you can try. Replace this paragraph with your contact or newsletter link when ready.
---
title: About
layout: page
---
- Koriel Architecture — a recursive cognition engine
- MetaPrincipia Autopoiesis — meta-laws for self-producing systems
- Translogical Calculus (post-Gödel) — proof and extensions
- Δ-Space Calculus — formalism for differences and torsion fields
- Benchmark Game — live testbed for recursive intelligence
- Language frameworks — meta-affixes, metasuperpositional prepositions, perspectivology

## About
Short description here.
This site holds notes, working prototypes, and proofs in progress.