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 didactic, generational framework for neuro-symbolic cognitive AI. Teaching not training.

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

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

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

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

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

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

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.

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

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.

Conceptual system architecture and hardware-agnostic interface design framework.

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.

A universal, topology‑based mapping architecture that generalizes linear logic into a continuous form‑space, enabling coherent modeling across analog–digital boundaries and across scales.

A next-gen architecture for LLM memory handling.

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

System thinking perspective on individual and collective human behaviour entwined with environment/information system

Prompt prevents contextual bleed between active discussion and meta object being discussed via conceptual scaffolding.