SIMD

SIMD on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on simd in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around simd, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.

Machine Learning

I implemented the YOLO26n model inference from scratch using ARM64 Assembly Language (No framework) [P]

This impressive Bachelor's Final Project delivers a complete, from-scratch YOLO26n inference engine built using ARM64 Assembly Language and C—no frameworks required. The implementation prioritizes edge AI execution on Raspberry Pi 4, incorporating critical optimizations like ARM NEON SIMD, Winograd convolution, and cache-aware tiling. While performance gains didn't fully meet initial expectations, this project offers valuable insights into low-level neural network acceleration. For further exploration of efficient data encoding, consider “Ink & Switch Introduces Bijou64.” Repository: https://github.com/mohammad-ghaderi/YOLO26

InfoQ

Ink & Switch Introduces Bijou64: Canonical Variable-Length Integer Encoding for Safe Parsing

Ink & Switch is pleased to introduce Bijou64, a novel variable-length integer encoding addressing critical security vulnerabilities. Bijou64 guarantees a unique byte representation for each number, effectively eliminating the canonicality bug class exploited in attacks targeting PKCS#1, JWT libraries, and Bitcoin. Notably, it achieves decoding speeds two to ten times faster than LEB128. This foundational work sparks broader conversations about agent architecture, as explored in Jake Mannix’s piece, "From Copy-Paste to Composition." Explore the Bijou64 implementation and related research on our site.