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[$] LWN.net Weekly Edition for December 4, 2025

More Than a Nobel Prize: 6 Surprising Ways an AI Breakthrough Is Reshaping Science

Ghostty Is Now Non-Profit

Alpine Linux 3.23.0 Released: apk-tools v3, linux-stable replaces linux-edge

Solve Go challenge: octantconway

Home Assistant 2025.12 released

No room for error - A case study of Gleam in production at Uncover

37 Signals open-sources Fizzy

Teaching an LLM a Niche Diagraming Language

C++ Enum Class and Error Codes

Local-first is not offline-first

Ferrocene 25.11.0 now available

Critical Security Vulnerability in React Server Components

Cyber Resilience Act - Implementation

NewsUnfold Scores High on Ease of Use as Testers Call for Smoother Feedback Flow

Marathon OS: A gesture-based mobile shell and Linux system inspired by BB10

Modernizing Reddit's Comment Backend Infrastructure

How to Turn Year-End Reflections into Q1 Content Gold

Django 6.0 released

Code Review Anti-Patterns: How to Stop Nitpicking Syntax and Start Improving Architecture

Inside the Research Project Examining Hidden Bias in News Coverage

Formalizing Generative Active Learning for Instance Segmentation

The HackerNoon Newsletter: Porting Scientific Algorithms from MATLAB to JavaScript (12/3/2025)

[$] Just: a command runner

Active Learning and Data Influence: Core Concepts and Evolution

Any and Some Keywords in Swift: A Guide to Understanding Both

Teaching Values to Machines

The Deal Pipeline Illusion: How AI Projects Die Before They’re Even Signed

Getting from tested to battle-tested

Big Tech Wants to Trade Electricity. What Could Go Wrong?

Why Binary Feedback May Be Enough to Train Better Media-Bias Classifiers

Security updates for Wednesday

A final stable kernel update for 5.4

Desugaring the Relationship Between Concrete and Abstract Syntax

Apex Fusion Connects Three Blockchain Architectures: What This Means for DeFi's $100B Future

Researchers Explain How Delay–Doppler Spread Affects Interference in Discrete Channel Models

You can't fool the optimiser

CoinAvatar Rolls Out Platform Optimizations Targeting Mainstream Web2 Adoption

User Feedback Boosts Media-Bias Dataset Accuracy in NewsUnfold Evaluation

Why First-Order Channel Models Matter for High-Mobility Wireless Systems

It's Not Always ICache (2021)

Why Sourcegraph and Amp Are Becoming Independent Companies

Study Connects Doppler-Domain Sparsity to OTFS Performance Edge

Zig's new plan for asynchronous programs

Introducing geometric algebra

Document, Delegate, Dominate: Systemizing Your Filipino Web Dev Business for Growth

The TechBeat: Think Like an AI PM (12/3/2025)

Let AI Write Your Tests: How I Used OpenAI and Pytest to Auto-Generate API Test Cases

Fighting Context Rot in Long-Context LLMs

Stop Guessing Your Rates: How Filipino Web Devs Can Price Projects Like Pros