Welcome to the open exploration of viable human-AI systems.

Articles

• CIv1 to CIv16 Retrospective Page
• CIv16: The Tower Hypothesis
• CIv19 Tower Hypothesis Page
• Towards Cybernetic Intelligence – Human+AI Teaming
• Home
• Solution Architecture
• From Transformers to Automata: Converging Paths Toward Cybernetic Intelligence
• V4 Architecture Implementation Plan
• Solution Architecture v6 (Final Blueprint)
• Solution Architecture v3 (Final Blueprint)
• Solution Architecture v4
• Introduction
• C4 Level 3: Component View – symbolic_features.py
• Internal Technical Whitepaper
• What This “Success” Message Means
• 🧩 Causal Structural Break Detection via Transformer-Guided Rule Inference and I-Con-Informed Binary Encoding
• 🧪 Research Hypothesis:
• 🧩 Solution Proposal: Autonomous Alpha Generation Agent using AZR and R\&D-Agent(Q) on the WorldQuant BRAIN Platform
• 🧠 CIv1 to CIv10 Retrospective: The Evolution of the Cybernetic Intelligence Hypothesis
• 🧬 CIv1–CIv11 Retrospective: The Evolution of the Cybernetic Intelligence Hypothesis
• CIv1 to CIv7 Retrospective: The Evolution of the Cybernetic Intelligence Hypothesis
• CIv1 to CIv8r Retrospective: The Evolution of the Cybernetic Intelligence Hypothesis
• 🧠 CIv10-Unified Essential Hypothesis
• 🔍 CIv11 Hypothesis: Intelligence as Entropic Geometry in Metriplectic Computation
• 🔍 CIv11 Hypothesis: Intelligence as Entropic Geometry in Metriplectic Computation
• Substrate Mapping Across Hypotheses
• CIv14 – Compression‑Driven Dynamic Viability
• CIv15 – Autopoietic Planner via Compression‑Aligned Self‑Evolution
• CIv7-ECA: Structural Break Detection via Symbolic Substrate Compression and Fault Geometry
• CIv7 Unified Framework: Compression-Informed Intelligence over Symbolic and Latent Substrates
• CIv9-Mesoscope Essential Hypothesis
• Reconciling MDL Principles with LLM-Driven Thematic Analysis: Emerging Synergies
• MDL-Based Survey Motif and Synthetic Data Generation Project Proposal
• 📄 AS-IS SYSTEM WORKFLOW DOCUMENTATION
• 📄 AS-IS SYSTEM WORKFLOW DOCUMENTATION
• Hypothesis: Cognitively-Aligned Textual Intelligence via Patom Theory and Minimum Description Length Principles
• Title
• Proposal: Hybrid Evolutionary-Meta-Learning Framework for Program Synthesis via LLMs
• CIv7: The Intelligence Macroscope Framework
• Research Proposal
• CIv7-ECA: Structural Break Detection via Symbolic Substrate Compression and Fault Geometry
• CIv7-ECA: Structural Break Detection via Symbolic Substrate Compression and Fault Geometry
• CIv7-LLM: Latent Collapse Detection via Compression-Aligned Concept Geometry
• Causal vs. Correlational: The Design Advantage
• CIv6-SBD Solution Proposal: Geometric-Topological Structural Break Detection
• CIv6-SBD Solution Proposal: Geometric-Topological Structural Break Detection
• Pipeline 1: Analysis (Discover & Validate)