A Universal Coherence Metric for Crisis Detection in AI: Open-Source Implementation

🔄 Discover how oscillations emerge as a mathematical necessity in complex systems. A rigorous framework proving C+A=1 with 10^-16 precision. 📊 Visualize adaptability landscapes & spectral fingerprints.

Official implementation of our paper titled "GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection"

🗄️ Streamline data analysis with ConsciousDB, a vector database that integrates directly with your models for enhanced performance and ease of use.

Natural General Intelligence (NGI) prototype: resonant learning through rhythm and wave memory. Alternative to AGI: self-learning AI that breathes, sleeps, and restores energy via E = A × R × L − S formula. Open research | Physics of Living Systems

Findings ACL 23: Visual Coherence Loss for Coherent and Visually Grounded Story Generation

Source code for a Research on Topic modeling with LDA and coherence semantic analysis

A web app that analyzes movie scripts

Emergent Computational Epistemology: studying AI’s emergent behaviors as non-human epistemic systems.

A Python-based experiment built using PsychoPy for studying decision-making, confidence assessment, and response accuracy under varying conditions of visual dot motion coherence.

The auto-generation of descriptive text through word embedding + LSTM + n-gram algorithms and the coherence & topic analysis of the generated text.

Array processing

A foundational framework for moral computation using the equation M = ζ - S

Model X: A unified framework for entropy-syntropy balance (X = σ - S) in physical and informational systems, resolving asymptotic singularities without infinities. Open-source simulations and preprint included. Keywords:

Public stub of the analysis pipeline for the discovery of the Universal Coherence Scaling Law (β). Cross-domain results across EEG, LIGO GW, IBM Q, Quantum Black Hole Echoes, Materials Phonons, and Helioseismology (BiSON). Full reproducible pipeline archived privately for peer review.

ConsciousDB – Your Vector Database Is the Model

Investigating hyperchaotic driving effects on qubit coherence and entanglement

TACL 23: Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences

🔄 Discover how oscillations emerge as a mathematical necessity in complex systems. A rigorous framework proving C+A=1 with 10^-16 precision. 📊 Visualize adaptability landscapes & spectral fingerprints.

TSC: Recognize and measure triadic coherence (H/V/D) via S₃-invariant protocol, witnesses, and C_Σ scoring. Coherence → Philosophy → Math → Engineering.