From ba71a82c4e804ad130866d092195832060cc44bd Mon Sep 17 00:00:00 2001 From: Glitch Date: Wed, 17 Sep 2025 17:01:27 +0000 Subject: [PATCH 1/2] Fix _config.yml duplicate keys; add projects collection; create two sample project items; list projects on /projects/ page --- _config.yml | 16 ++++++++-------- _pages/projects.md | 15 +++++++++++++++ _projects/recursive-reasoning-tools-for-llms.md | 13 +++++++++++++ _projects/recursive-self-reflection-engine.md | 13 +++++++++++++ 4 files changed, 49 insertions(+), 8 deletions(-) create mode 100644 _projects/recursive-reasoning-tools-for-llms.md create mode 100644 _projects/recursive-self-reflection-engine.md diff --git a/_config.yml b/_config.yml index 63e07e8..ed0adbc 100644 --- a/_config.yml +++ b/_config.yml @@ -44,6 +44,10 @@ exclude: - LICENSE - Gemfile - Gemfile.lock +- vendor +- node_modules +- gulpfile.js +- package.json # Conversion @@ -82,6 +86,9 @@ collections: poetry: output: true permalink: /:collection/:title/ + projects: + output: true + permalink: /projects/:name/ # Plugins (preferred order: remote theme first) plugins: @@ -120,11 +127,4 @@ defaults: values: layout: post share: false - # _exclude -exclude: - - vendor - - Gemfile - - Gemfile.lock - - node_modules - - gulpfile.js - - package.json + # end defaults diff --git a/_pages/projects.md b/_pages/projects.md index 9ee8695..f92aae1 100644 --- a/_pages/projects.md +++ b/_pages/projects.md @@ -8,6 +8,21 @@ permalink: /projects/ This page lists prototype ideas exploring recursive systems. Replace or expand these with your own projects as they evolve. +{% assign items = site.projects | sort: 'title' %} +{% if items and items.size > 0 %} +
+ +
+
+{% endif %} + ### 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. diff --git a/_projects/recursive-reasoning-tools-for-llms.md b/_projects/recursive-reasoning-tools-for-llms.md new file mode 100644 index 0000000..ae8fc78 --- /dev/null +++ b/_projects/recursive-reasoning-tools-for-llms.md @@ -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. diff --git a/_projects/recursive-self-reflection-engine.md b/_projects/recursive-self-reflection-engine.md new file mode 100644 index 0000000..53b3df4 --- /dev/null +++ b/_projects/recursive-self-reflection-engine.md @@ -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. From ca761c44a88c7c675b76d81a3d13a102aa4c8e07 Mon Sep 17 00:00:00 2001 From: Glitch Date: Wed, 17 Sep 2025 17:06:20 +0000 Subject: [PATCH 2/2] About: replace placeholder with final copy; Projects: skeleton per brief + keep collection listing; add six blog drafts --- .../benchmark-game-rules-and-first-results.md | 8 ++++ ...lus-operators-of-difference-and-torsion.md | 8 ++++ ...architecture-notes-from-the-first-draft.md | 8 ++++ ...nguage-meta-affixes-and-perspectivology.md | 8 ++++ ...sis-toward-meta-laws-of-self-production.md | 8 ++++ ...nslogical-calculus-a-proof-beyond-godel.md | 8 ++++ _pages/projects.md | 38 +++++++++---------- about.md | 22 +++++------ 8 files changed, 75 insertions(+), 33 deletions(-) create mode 100644 _drafts/benchmark-game-rules-and-first-results.md create mode 100644 _drafts/delta-space-calculus-operators-of-difference-and-torsion.md create mode 100644 _drafts/koriel-architecture-notes-from-the-first-draft.md create mode 100644 _drafts/language-beyond-language-meta-affixes-and-perspectivology.md create mode 100644 _drafts/metaprincipia-autopoiesis-toward-meta-laws-of-self-production.md create mode 100644 _drafts/translogical-calculus-a-proof-beyond-godel.md diff --git a/_drafts/benchmark-game-rules-and-first-results.md b/_drafts/benchmark-game-rules-and-first-results.md new file mode 100644 index 0000000..abf2427 --- /dev/null +++ b/_drafts/benchmark-game-rules-and-first-results.md @@ -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. diff --git a/_drafts/delta-space-calculus-operators-of-difference-and-torsion.md b/_drafts/delta-space-calculus-operators-of-difference-and-torsion.md new file mode 100644 index 0000000..424768b --- /dev/null +++ b/_drafts/delta-space-calculus-operators-of-difference-and-torsion.md @@ -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. diff --git a/_drafts/koriel-architecture-notes-from-the-first-draft.md b/_drafts/koriel-architecture-notes-from-the-first-draft.md new file mode 100644 index 0000000..b263988 --- /dev/null +++ b/_drafts/koriel-architecture-notes-from-the-first-draft.md @@ -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. diff --git a/_drafts/language-beyond-language-meta-affixes-and-perspectivology.md b/_drafts/language-beyond-language-meta-affixes-and-perspectivology.md new file mode 100644 index 0000000..bcdea01 --- /dev/null +++ b/_drafts/language-beyond-language-meta-affixes-and-perspectivology.md @@ -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. diff --git a/_drafts/metaprincipia-autopoiesis-toward-meta-laws-of-self-production.md b/_drafts/metaprincipia-autopoiesis-toward-meta-laws-of-self-production.md new file mode 100644 index 0000000..39974c1 --- /dev/null +++ b/_drafts/metaprincipia-autopoiesis-toward-meta-laws-of-self-production.md @@ -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. diff --git a/_drafts/translogical-calculus-a-proof-beyond-godel.md b/_drafts/translogical-calculus-a-proof-beyond-godel.md new file mode 100644 index 0000000..7d10e96 --- /dev/null +++ b/_drafts/translogical-calculus-a-proof-beyond-godel.md @@ -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. diff --git a/_pages/projects.md b/_pages/projects.md index f92aae1..ed2e534 100644 --- a/_pages/projects.md +++ b/_pages/projects.md @@ -6,8 +6,6 @@ permalink: /projects/ ## Projects -This page lists prototype ideas exploring recursive systems. Replace or expand these with your own projects as they evolve. - {% assign items = site.projects | sort: 'title' %} {% if items and items.size > 0 %}
@@ -23,22 +21,20 @@ This page lists prototype ideas exploring recursive systems. Replace or expand t
{% endif %} -### 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. +### 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. diff --git a/about.md b/about.md index c600848..df9b9e5 100644 --- a/about.md +++ b/about.md @@ -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.