conceptual-framework

Operational Ontology public reference: principles, D+L+A, governance, and write-back for stateful AI operations. No production implementation.

An innovative concept to safeguard visual media against generative AI. This repository is the main hub for the 'Adaptive Spider Web' project, detailing its layered defense, dynamic noise structure, and the verification app concept

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

A didactic, generational framework for neuro-symbolic cognitive AI. Teaching not training. [Currently the project is inactive]

KAD Theory — The Theory of Domain (Kinetic Alignment of Domains)

Not another AI tool. Research toward a native cognitive architecture for genuine human–AI partnership.

This study proposes Agentic Causal World Models (ACWM), a conceptual framework intended to incorporate capabilities into agentic artificial intelligence systems. In contrast to prevailing agent architectures that prioritize sequential planning and reactive execution

A conceptual "herd immunity" protocol for a secure and interoperable IoT ecosystem

This research preprint presents a comprehensive conceptual framework aimed at demystifying modern system design by connecting fundamental principles with real-world architectural practices.

Universal framework for understanding creativity across all human domains, revealing a consistent structure where Layers 1. Seed and 4. Presentation are heavily creative, while 2. Expansion and 3. Detail are rote-leaning

Conceptual system architecture and hardware-agnostic interface design framework.

Sebuah konsep inovatif untuk menjaga media visual dari penyalahgunaan AI generatif. Repositori ini adalah hub utama untuk proyek 'Adaptive Spider Web', yang merinci pertahanan berlapis, struktur noise dinamis, dan konsep aplikasi verifikasinya

A conceptual, biosemiotic-inspired security framework designed to identify and dismantle parasitic, self-detrimental feedback loops through epistemic paradigm shifts. to help direct a Kuhnian paradigm shift within an entity or system.

A digital immune system designed to detect and neutralize identity-based threats from within an organization

Constraint-Native Infrastructure Governance (CNIG) is a conceptual framework for reasoning about admissible system states within reachable state space under composition constraints before execution.

A conceptual architecture designed to make file-based malware attacks fundamentally impossible

CMDDS for PAPO‑Heatwaves: a policy‑aware, opportunity‑oriented simulation specification. Fork to model heat response in your city.

Conceptual AI framework for the AEROSONIC Sonifier ecosystem. Describes agents, architecture and data flows for real‑time weather‑driven musical systems. No code or proprietary implementation included.

Foundational research outlining methodology, theoretical gaps, and a conceptual framework for emotion-based music classification.

A conceptual framework proposed by Celis to describe AI's insentient weakness, semantic-weight imbalance, and value-trajectory distortion. Public timestamp of authorship. Full manuscript remains private.