# Mar 22, 2026

### Flash-Moe: Running a 397B Parameter Model on a Mac with 48GB RAM

- **Flash-MoE** enables running a **397 billion parameter** Mixture-of-Experts model on a **MacBook Pro** at **4.4+ tokens/second**, utilizing a pure C/Metal inference engine without Python or frameworks.

### 25 Years of Eggs

- **AI-driven analysis of 11,345 receipts over 25 years revealed 589 confirmed egg purchases**, showcasing the potential of advanced OCR and machine learning techniques in extracting meaningful data from historical documents.

### Meta's Omnilingual MT for 1,600 Languages

- **Omnilingual Machine Translation (OMT)** is the first system capable of translating over **1,600 languages**, significantly expanding the reach of machine translation beyond the current limitations of 200 languages, thanks to a robust data strategy that includes both public and newly created datasets.

### [D] Has industry effectively killed off academic machine learning research in 2026?

- **Industry dominance** in machine learning research has surged, leveraging vast resources and talent, leaving academia to focus on _niche topics_ and theoretical scenarios that lack practical application.

### The IBM scientist who rewrote the rules of information just won a Turing Award

- **Charles H. Bennett**, an IBM physicist, has been awarded the **2025 A.M. Turing Award** for his groundbreaking work in **quantum cryptography**, which ensures secure communication based on the laws of physics rather than mathematical complexity.

### Sashiko: An agentic Linux kernel code review system

- **Sashiko** is an innovative **Linux kernel code review system** that automates the evaluation of proposed changes, achieving a **53.6% bug detection rate** in tests, significantly outperforming traditional human reviews.

### Learnings from training a font recognition model from scratch

- **Training a font recognition model from scratch** revealed that a successful model encompasses more than just a trained file; it requires a comprehensive pipeline for data processing and inference, as demonstrated by the [Lens model](https://www.mixfont.com/models/lens).

### Show HN: A Markdown file that turns your AI agent into an autonomous researcher

- **Researcher Skill** transforms your AI coding agent into a **scientific experimenter**, autonomously designing and testing over **30 experiments overnight**, optimizing code performance with minimal user intervention.

### Performance Prediction of Antenna Control Servo System based on LSTM Network [R]

- The study explores **LSTM networks** to enhance the **performance** of a **servo system** used in **rotating antenna systems** for satellite tracking, aiming for improved accuracy and responsiveness.

### Tinybox- offline AI device 120B parameters

- **tinygrad** is a rapidly evolving neural network framework that simplifies complex architectures into three core **OpTypes**: ElementwiseOps, ReduceOps, and MovementOps, enhancing usability for developers.

### [D] Solving the "Liquid-Solid Interface" Problem: 116 High-Fidelity Datasets of Coastal Physics (Waves, Saturated Sand, Light Transport)