Projects for The School of AI

A novel AI architecture derived from cellular computation — replacing discrete layers with Hill-function ODEs, MoE gating with receptor-docking affinity routing, and KV cache with fixed-dimension epigenetic trace memory.

DeepSeek‑Dragon – a bio‑inspired neural architecture combining Local Gain Control Units, Predictive Coding Kernels, degree‑preserving sparse routing, and a morphogenetic architecture generator

Quantitative dataset of 119 neural architectures (2017-2025) scored on hardware compatibility and ecosystem friction. Validates the Transformer Attractor thesis.

Neural intelligence silo — Society of Minds architecture with hierarchical memory, 6 specialist SLMs (57.2M params), decision engine bridge, and mesh node distribution. Intelligence to be absorbed by all organization users.

Official Repo of OpenArchX Framework.

BioGPT: A biologically-inspired dendritic language model with cortical columns, NMDA temporal memory, and pruning resilience that beats Pythia-160M

ResUpNet is a deep learning–based defense framework designed to protect image classification models from adversarial attacks. It operates by transforming images into the YCbCr color space and selectively removing perturbations from the luminance (Y) channel using a ResNet-based upsampling architecture, while preserving color information.

A coherence-guaranteed language for neural architecture specification.

ORTHOS: A biologically-inspired neural architecture integrating hierarchical Bayesian filters, sparse attention, and structural plasticity for robust state estimation.

DΞCIBΞLION is an audio intelligence module forged in the labs of OBINexus, where noise meets logic and shouting is a feature, not a bug. It mathematically analyzes human vocal input to determine emotional projection through log-scaled loudness evaluation, using a sacred constant: 85 dB.

🔬 TECS-L — Consciousness Continuity Engine. 375+ hypotheses, 130+ experiments, PureField theory source.

Benchmarking synthetic cognition for emergent self-awareness. Developed by B.E.C.C.A. Labs — 2025.

Quatrix — Q-Compass Architecture: novel neural architecture replacing attention with value-based navigation. Base for the Quasar model series.

Modular PyTorch lab for running configurable deep-learning experiments, with ready-to-use data loaders, training pipelines, and metric tracking for both vision and NLP benchmarks.

🧠 Self-organizing AI agent with dendrite spawning - decomposes complex goals into neurons, spawns parallel sub-tasks, and aggregates results. Features smart parameter extraction, context isolation, and automatic data compaction. Built for Strava analytics with extensible tool system.

BIOMIND: A computational architecture integrating Global Workspace, Integrated Information, and Active Inference theories.

The AI-Native Development Engine. 40+ specialized agents & LoRAs, brain-inspired neural architecture, constitutional governance. From prompt to production. Built to liberate artists.