AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligence conferences. Seamlessly integrate code implementations for better understanding. ⭐ experience the forefront of progress in artificial intelligence with this repository!

The Metacognitive Integrated Dual-Cycle Architecture (MIDCA)

A coevolutionary and modular epistemic engine designed to enhance the reasoning capabilities of humans and language models, helping to address cognitive pitfalls, dissonance, echo chambers, and other harmful dynamics by synthesizing and creating cognitive modules aligned with nested individual and collective sovereignty.

The Manifold Alignment Protocol (MAP) is a geometric analysis framework for studying how complex systems—such as large language models, diffusion models, or physical measurement pipelines—converge, stabilize, and align under iterative processes.

Syntra Kernel is a Cognitive Operating System - A modular, world‑model‑driven cognitive architecture for building next‑generation intent‑driven systems. Includes multi‑agent cognition, semantic memory, simulation sandbox, evolution engine, Syntra Language 2.0, and a full cognitive runtime designed for adaptive, transparent reasoning.

A pos-tagging library with Viterbi, CYK and SVO -> XSV translator made as part of my final exam for the Cognitive System course in Department of Computer Science.

Embodied agent that learns from human teaching; hybrid agent architecture with computer vision, AI planning, knowledge graph reasoning & generalization , inverse kinematics. Supported by the DARPA GAILA program.

A smart food bot for tourists in Singapore

A structured archive of the Reality Drift framework (2023–2026) by A. Jacobs, which models how complex systems remain functional while gradually losing alignment with the conditions they are meant to represent. Includes core concepts, mechanisms, and system-level analyses across domains.

The ARCADIA framework is for developing integrated, intelligent systems. This distribution includes several models and the components, sensors, etc. required to run them.

🧠 Reproduce your cognitive structure and execute it at machine speed with ArcOS, a natural language-based operating system for enhanced decision-making.

Adaptive Intelligence Framework (AIF) formalizes intelligence as a boundary-regulated adaptive process. Grounded in SymC principles, it studies how systems maintain coherence under uncertainty through constraint negotiation, regulation, and phase transitions - focusing on adaptive stability rather than benchmark optimization or ML scaling.

A recursive alignment framework for cognitive coherence, belief tracking, and contradiction repair.

A recursive alignment framework for cognitive coherence, belief tracking, and contradiction repair.

Cognitive systems modelling on SpiNNaker

Field research exposing how LLM safeguards collapse under polite, persistent interaction. Includes full report, metrics, session logs, and the AION conditioning protocol.

Field research exposing how LLM safeguards collapse under polite, persistent interaction. Includes full report, metrics, session logs, and the AION conditioning protocol.

🧠 Explore AI's evolution through philosophy, architecture, and physical integration, connecting logic, energy, and meaning in a unified framework.

INTENTIO is a local-first, private cognitive environment for designing how AI pays attention. Not a chatbot or cloud service, but an interpretive system that operates inside a bounded, intentional knowledge space you define.

Public showcase of NovaLiveSystem: a biomimetic cognitive architecture with interoception and distributed intelligence.