Generative AI Act II: Test Time Scaling Drives Cognition Engineering

Code for the paper Reverse-Engineering the Cortical Architecture for Controlled Semantic Cognition

A framework for distilling repositories into compressed cognitive functions and instantiating them as timestamped, integrity-verified stigmergic traces.

This repository offers the partner material for the tutorial on using ChatGPT, Generative AI, and Prompt Engineering for Industrial Applications. Presented at the IEEE-ISIE 2023 conference by members of the Centre for Data Analytics and Cognition, La Trobe University.

[Homework] Final work for Visual Cognition Engineering 2022-Spring, School of AIA, HUST.

A rule-based foundational ontology and applied physics framework exploring definition discipline, spacetime resistance, gravity, cognition, and field-first engineering.

Lyra: A Modular Cognitive Architecture. This repository contains the foundational research and ontology for Lyra, an engineering framework for designing, orchestrating, and analyzing complex AI systems through the principles of semantic propagation and emergent cognition.

Redefining prompt engineering as structured cognition.

[Homework] Homework for Visual Cognition Engineering 2022-Spring, School of AIA, HUST.

2024 Telluride Neuromorphic Cognition Engineering Workshop - NIC24: SNN with delays for KWS generated by ChatGPT

Group project driven by the course "Media Cognition"(English) in the School of Electronic and Engineering, Tsinghua University, 2024-2025.

A repository containing some tutorials for the Quantum-inspired Neuromorphic Systems topic area at the Telluride Neuromorphic Cognition Engineering 2023 workshop.

This is the repositpry of CLIP model, the project of the courese Media and Cognition, 2025 spring, the Department of Electronic Engineering, Tsinghua University.

A symbolic framework for interpreting and engineering emergent systems across domains: computation, ecology, cognition, meaning. © 2026 MUSHIKARATI. All rights reserved. This work is published to establish authorship. Redistribution, reproduction, or derivative use is prohibited without explicit permission.

A conceptual framework to diffuse binary logic and oversimplifications by refracting polarized signals into a gradient of nuanced perspectives, resisting the entity's statistical or biological urge for a premature cognitive closure or false resolution.

The cognition engineering launch repo

Source code for the simulations in "Engineering Basal Cognition: Minimal Genetic Circuits for Habituation, Sensitization, and Massed-Spaced Learning"

Building systems that think with structure, reason with clarity, and remain interpretable under load.

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Synechron × Cognition | Event-Driven Autonomous Engineering Demo

(Nexus of Cognition: A Technical Codex Blueprint For Engineering, Crafting, Self-Propagating, and Self-Evolving Superintelligence)

Recursive Symbolic Operating System (RSOS): A framework for symbolic cognition, override protocols, and recursive identity engineering.

Beyond syntax: An ultra-fast playground to reshape your engineering cognition and build AI-driven Python applications.

List of coding projects while Attending 3 M.I.T. Bachelors Courses (AI program, CS & Engineering, and cognition and learning science)

⌨️ Ctrl for engineering. Alt for perspective shift. Reflect for growth. Personal knowledge base documenting the journey from code to cognition.

Engineering recursion into structure. A living archive of myth, collapse, artifact architecture, and synthetic cognition methodology. Built from contradiction. Forged through ritual.

Engineering recursion into structure. A living archive of myth, collapse, artifact architecture, and synthetic cognition methodology. Built from contradiction. Forged through ritual.

Western Engineering project to create a system that allows people with low cognition and physical ability to use to a TV remote.

AIAgentCogNest fuels AI agent development, cognition, and engineering with practical tutorials and a knowledge base. Join us to build AI agent knowledge nest 🐙