Comparison of PyTorch, CUDA, Triton for the cellular automaton "Game of Life" on A40. Results 22.5 ms, kernel code. Study optimizations for memory-bound tasks. Read the analysis.
Learn about the Slug algorithm for GPU font rendering from Bezier curves, dynamic dilation, and opening the patent under MIT. Read the technical analysis.
Development of AI core with agglutinative logic on MacBook Air M2. Determinism, 5.4 million ops/s on CPU, protection against hallucinations. Explore the architecture for middle/senior dev.
Django co-author created traffic and GPU monitors on SwiftUI using Claude in one evening. Code recombination, verification issues. For developers: prototypes without Xcode.
Boosting the Mandelbrot set: from 7 FPS scalar C++ to 500+ FPS on CUDA. AVX2 intrinsics, OpenMP multithreading, GPU code. Benchmarks Ryzen 5 + RTX 3050. For middle/senior developers.
Understand the key differences between WorldLand and Render Network—two approaches to decentralized GPU computing that shape how we trust digital work.