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Latest articles on AI, technology, and software development.

Nvidia and Azure Push Confidential Computing Mainstream
Security

Nvidia and Azure Push Confidential Computing Mainstream

AI inference on shared GPU clusters is forcing enterprises past encryption-at-rest and into hardware-isolated TEEs. Here's what's production-ready in 2026, and what attestation still can't guarantee.

confidential-computingcloud-security
AI Engineering Teams Are Ditching Vibe Coding for Specs
Developer Tools

AI Engineering Teams Are Ditching Vibe Coding for Specs

Vibe coding breaks down once AI agents touch multi-file changes. Here's why engineering teams are shifting to structured specs first, and what tools like GitHub Spec Kit, AWS Kiro, and OpenSpec actually do differently.

developer toolsai-coding-agents
Small Models Are Winning the Enterprise Edge AI Race
Artificial Intelligence

Small Models Are Winning the Enterprise Edge AI Race

Enterprises are quietly replacing frontier LLM API calls with 1B-13B parameter models running on their own hardware. Here's the 2026 data on why, and where it still doesn't work.

small-language-modelsenterprise-ai
In-Space Satellite Refueling Is Becoming a Real Business, Not a Demo
Space & Exploration

In-Space Satellite Refueling Is Becoming a Real Business, Not a Demo

Astroscale, Orbit Fab, and Northrop Grumman are moving from PowerPoint pitches to actual fuel transfers in orbit. A Space Force refueling mission this summer marks the point where on-orbit servicing stops being an experiment and starts being infrastructure.

satellite-servicingin-space-refueling
Handheld Gaming PCs Are Eating Into Console and Laptop Sales
Gaming

Handheld Gaming PCs Are Eating Into Console and Laptop Sales

Steam Deck, ROG Ally, and Legion Go turned a niche hardware category into a real market. But the numbers reveal something more interesting than a hit product: a structural shift in where and how people actually play games.

hardwarehandheld-gaming
HBM4 Memory Is Becoming the Real Bottleneck in AI Chip Design
Computers & Hardware

HBM4 Memory Is Becoming the Real Bottleneck in AI Chip Design

GPU compute keeps scaling faster than memory bandwidth. HBM4 doubles the interface width to close the gap, but it's arriving sold out, expensive, and still not enough. Here's why the memory wall, not FLOPS, now decides who wins the AI hardware race.

data-centermemory
The acqui-hire is replacing the traditional startup exit in AI
Startups & Business

The acqui-hire is replacing the traditional startup exit in AI

Google, Microsoft, Amazon, and Meta have collectively spent over $20 billion since 2024 licensing AI startup technology and hiring their teams — without buying the companies outright. Here's how this structure works, and why founders and regulators both have reasons to worry.

ai-startupsantitrust