Cybernetic Intelligence
Towards Cybernetic Intelligence – Human+AI Teaming
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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
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
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)
Cybernetic Intelligence
Welcome to the open exploration of viable human-AI systems.
📄 Articles
Towards Cybernetic Intelligence – Human+AI Teaming
From Transformers to Automata
Hybrid Evolutionary-Meta-Learning Framework