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About: replace placeholder with final copy; Projects: skeleton per brief + keep collection listing; add six blog drafts
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layout: post
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title: "Benchmark Game: Rules and First Results"
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author: Recursion Lab
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tags: [benchmark, evaluation, recursion]
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Publish the benchmark rules, show example runs.
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title: "Δ-Space Calculus: Operators of Difference and Torsion"
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author: Recursion Lab
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tags: [calculus, delta, torsion]
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Define the calculus, give examples.
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layout: post
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title: "Koriel Architecture: Notes from the First Draft"
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author: Recursion Lab
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tags: [koriel, cognition, architecture]
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Outline the architecture, core operators, open problems.
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title: "Language Beyond Language: Meta-Affixes and Perspectivology"
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author: Recursion Lab
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tags: [language, semantics, recursion]
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Show your constructed grammar pieces with examples.
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layout: post
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title: "MetaPrincipia Autopoiesis: Toward Meta-Laws of Self-Production"
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author: Recursion Lab
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tags: [autopoiesis, systems, theory]
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---
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Post your current draft, show the diagrams, list the unresolved questions.
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title: "Translogical Calculus: A Proof Beyond Gödel"
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author: Recursion Lab
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tags: [logic, proof, calculus]
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Walk through the proof sketch, why it matters.

_pages/projects.md

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## Projects
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This page lists prototype ideas exploring recursive systems. Replace or expand these with your own projects as they evolve.
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{% assign items = site.projects | sort: 'title' %}
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{% if items and items.size > 0 %}
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<div class="project-list">
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{% endif %}
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### Recursive Self-Reflection Engine
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- Goal: Prototype a system that self-evaluates outputs, detects contradictions, and regenerates improved responses.
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- Sketch: Combine a language model with lightweight symbolic rules to create a feedback loop for critique → revise → verify.
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- Notes: Inspired by work on emergent recursive cognition via language-encoded symbolic systems. Add links and code when available.
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### Recursive Reasoning Tools for LLMs
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- Goal: Build tools or prompt frameworks that enforce recursive reasoning (multiple passes with critique and revision).
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- Sketch: Design a reusable protocol (plan → draft → critique → revise) and measure quality gains on target tasks.
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- Notes: Start with prompt-only approaches; evolve into lightweight libraries if useful.
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### Visualization of Feedback Systems
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- Goal: Create visual/interactive models of recursive systems from biology, cognition, or social domains.
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- Sketch: Show how loops amplify, stabilize, and collapse; let users tweak parameters to see phase changes.
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- Notes: Consider small web demos or notebooks.
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### Cognitive Architecture Comparisons
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- Goal: Compare architectures (e.g., CLARION and others) to locate where explicit vs. implicit recursion plays a role.
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- Sketch: Build small simulations to highlight differences in learning and control loops.
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- Notes: Collect references (papers, Wikipedia) and plan a minimal, comparable benchmark.
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### Koriel Architecture
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Recursive cognition architecture. Whitepaper + draft specs. Prototype code in progress.
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### MetaPrincipia Autopoiesis
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Theory of self-producing systems with meta-laws. Notes + diagrams.
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### Post-Gödel Translogical Calculus
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Proof beyond incompleteness. Formal draft posted. Extensions into delta-space.
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### Δ-Space Calculus
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Calculus of difference and torsion. Equations, operator library.
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### Benchmark Game
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Custom benchmark for recursion. Rules, scoring, open challenges.
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### Language Work
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Meta-affixes, metasuperpositional prepositions, perspectivology. Notes + examples.

about.md

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## About
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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.
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Recursion Lab studies recursion as a generative mechanism in cognition and systems.
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We believe recursion is a core mechanism — in learning, in feedback, and in self‑reference. Through notes, experiments, and open-source prototypes we explore:
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This is the public notebook of ongoing architectures, formalisms, and prototypes.
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- How recursive architectures enable emergent cognition
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- How biological, computational, and social systems stabilize via feedback loops
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- What happens when recursion is applied to meaning, memory, and identity
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### Current lines of work
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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.
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---
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title: About
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layout: page
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---
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- Koriel Architecture — a recursive cognition engine
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- MetaPrincipia Autopoiesis — meta-laws for self-producing systems
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- Translogical Calculus (post-Gödel) — proof and extensions
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- Δ-Space Calculus — formalism for differences and torsion fields
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- Benchmark Game — live testbed for recursive intelligence
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- Language frameworks — meta-affixes, metasuperpositional prepositions, perspectivology
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## About
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Short description here.
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This site holds notes, working prototypes, and proofs in progress.

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