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 conceptual "herd immunity" protocol for a secure and interoperable IoT ecosystem
CMDDS for PAPO-Heatwaves: a policy-aware, opportunity-oriented simulation specification. Fork to model heat response in your city.
A conceptual architecture designed to make file-based malware attacks fundamentally impossible
A digital immune system designed to detect and neutralize identity-based threats from within an organization
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.
KAD Theory -- The Theory of Domain (Kinetic Alignment of Domains)
Conceptual system architecture and hardware-agnostic interface design framework.
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.
Prompt prevents contextual bleed between active discussion and meta object being discussed via conceptual scaffolding.
A next-gen architecture for LLM memory handling.
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
System thinking perspective on individual and collective human behaviour entwined with environment/information system
This repository contains the public release of the Phase-Gradient Cavitation Model. The model is constructed using conventional mathematical tools (fluid analogy, divergence, gradient behavior, and phase-differential structures), and organized using conceptual clarity inspired by the Contextual Premise Framework (CPF).
An open, rigorous, multi-tier conceptual framework linking reflexive mathematics, physical systems, and emergent coherence structures.
An exploratory conceptual framework for user-sovereign AI interaction. Guan Yu Ren Ji Jiao Hu Guo Cheng Zhong Jiao Hu Zhu Quan Zhi Pei Wen Ti De Tan Suo Xing Gai Nian Kuang Jia
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
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