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AI & ML interests
datasets, research papers, experimentation, vision, classification, text encoders, tokenization, llms, diffusion, distillation, and more.
Recent Activity
Organizations
published an article about 14 hours ago view article H2 Omega Confirmed, Paradigm Shift: Attempting to Disprove Omega As A Whole
view article The Polygonal Omega: Trained Sphere-Solvers Are Projective Codebooks
view article Three Geometric Bands in a Sphere-Normalized Patch Autoencoder
view article The Geometric Engine: Structural Attractors in Neural Network Weight Space
view article FL Hybrid Eigendecomposition Beating cuSOLVER's Mathematical Purity with Compilable PyTorch
published an article about 1 month ago view article Ryan Spearman: Geometric Variant Effect Prediction Through Quaternion-Composed Dual Expert Alignment
published an article about 1 month ago view article Fused Batched Thin SVD: Engineering a 5000× Speedup with Triton Kernels
published an article about 1 month ago view article A geometric encoder's toolkit: deterministic primitives for hyperspherical image encoding
published an article about 1 month ago view article Constellation Relay, Geometric Bottleneck, and the Re-Emergence of the Potential 0.29154 Binding Constant
published an article about 2 months ago view article Procrustes ViT Shared Manifold Alignment Experimentation
published an article about 2 months ago view article Geometric Memory III: Resonant Optimization, Consensus Distillation, and Evolutionary Training Paradigms
published an article about 2 months ago view article Geometric Memory II: Sequence Reconstruction, Diffusion Integration, and the Numerical Topology of Alignment
published an article about 2 months ago view article Geometric Memory: Context Extension and Cross-Model Alignment Through Pentachoron Regularization
published an article about 2 months ago view article Geometric Fusion: Cross-Modal Alignment Through Shared Pentachoron Geometry
published an article about 2 months ago view article QWEN 3.5 Residual Thinking Embeddings: How Language Models Transform Text Through Deliberative Generation
view article The Slop Code Problem: A Field Guide to Working With Your LLM Coding Companion
view article Geometric Structural Vocabulary: Scaling Deterministic Mathematics Into Universal Model Conditioning
view article Reading the Geometry of Learned Representations: How Synthetic Primitives Became a Rosetta Stone for VAE Latent Spaces
view article KSimplex Geometric Prior for Stable Diffusion: Complete Mathematical Reference