Fixing optical computing jitter via fluid dynamics in GPU registers
This is a poc utilizing the Burgers' viscous dissipation term While photons are not fluids, couldn't jitter be interpreted as a fluid-like phenomenon?
What it does
A humble exploratory PoC for a hardware-native, optical timing-frozen control plane engine. Fuses inline CUDA PTX, RAII memory tunnels, and 4D JAX shard_map structures to investigate 0ns-overhead fault-tolerant routing for hyperscale distributed AI. - PJHkorea/photonic-mesh-fng-router
This repository contains a Proof of Concept (PoC) for a Hardware-Native, Optical Timing-Frozen Control Plane Engine. This project is a humble attempt to explore hijacking virtual memory address lines across silicon-photonics accelerator interconnects without introducing memory allocation buffers. By gently integrating optical phase-shift metrics with multi-axis jax.shard_map structures and cross-stream asynchronous fences, we hope to investigate methods for minimizing inter-chassis photonics routing overheads toward 0ns. Our approach focuses on bypassing electrical-to-optical (E/O) buffering latencies, eliminating dynamic compilation graph breaks, and helping maintain precise numerical…from github.com
Does the same job
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More life & fun this month
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Scroll through all 43,252,003,274,489,856,000 reachable Rubik's Cube permutations.
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Hi HN, I built Eigendrum, a web tool that solves the 2D wave equation for arbitrary shapes so you can hear what they sound like as drums. How it works: * Solves -∇²u = λu using finite element analysis (Kφ = λMφ) on a triangle mesh. * Validated to <0.1% error against closed-form solutions for circles (Bessel zeros) and rectangles. * Sound model factors in strike location, Rayleigh damping, and mallet width. * Includes Kac drums I & II to demonstrate identical sound spectra from different geometries. * No frameworks, build steps, or dependencies. Repo and tests:…
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Launched alongside, August 2026
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Life & fun · 10d ago · louisabraham.github.io


- SA
Hello HN! I found that picking out plausible but diverse skin tones for my digital art and game development projects was kind of difficult, and I got curious about if there was a way to define a color space that made it easy. I've built a color picker and procedural generation algorithm based on the space as well as a bunch of other fun js features and demos throughout the page that use the equations. If you find it interesting, I have lots of explanations of how I built it and what properties the space has. The methodology might be a bit shaky, but hopefully the result is as helpful for…
Life & fun · Aug 2026 · toneyalexander.github.io


I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
AI · 17d ago · simedw.com