Post
278
✅ New Article on Hugging Face: Structural Intelligence and Cognitive Theory
Title:
📘 Structural Intelligence Protocols: Implementation Results and Cognitive Theory Correspondence
🔗 Read the article here: https://huggingface.co/blog/kanaria007/agi-protocol-cognitive-match
Summary:
This article presents follow-up results from the structural intelligence protocol project. It documents how a prompt-based architecture induces reproducible reasoning structures in GPT-4o, Claude, and Gemini — with observed behavioral parallels to theories in metacognition, working memory, and moral reasoning.
Surprisingly, this framework aligns with cognitive science research — not by design, but by emergence from structural implementation.
It suggests a protocol-driven, reproducible route to AGI research that is compatible with current LLM platforms.
Resources:
• 🧠 Protocol Dataset: kanaria007/agi-structural-intelligence-protocols
• 📘 FAQ and validation logs included
• 🧪 Platform-tested: GPT-4o, Claude Sonnet 4, Gemini 2.5 Flash
Relevant to those exploring:
• Structural cognitive architectures
• Metacognition in LLMs
• Protocol-based AGI frameworks
• Alignment through educational design
• Theory-practice connections in AI cognition
Title:
📘 Structural Intelligence Protocols: Implementation Results and Cognitive Theory Correspondence
🔗 Read the article here: https://huggingface.co/blog/kanaria007/agi-protocol-cognitive-match
Summary:
This article presents follow-up results from the structural intelligence protocol project. It documents how a prompt-based architecture induces reproducible reasoning structures in GPT-4o, Claude, and Gemini — with observed behavioral parallels to theories in metacognition, working memory, and moral reasoning.
Surprisingly, this framework aligns with cognitive science research — not by design, but by emergence from structural implementation.
It suggests a protocol-driven, reproducible route to AGI research that is compatible with current LLM platforms.
Resources:
• 🧠 Protocol Dataset: kanaria007/agi-structural-intelligence-protocols
• 📘 FAQ and validation logs included
• 🧪 Platform-tested: GPT-4o, Claude Sonnet 4, Gemini 2.5 Flash
Relevant to those exploring:
• Structural cognitive architectures
• Metacognition in LLMs
• Protocol-based AGI frameworks
• Alignment through educational design
• Theory-practice connections in AI cognition