Author

Mei-Ling Chen

Mei-Ling Chen covers AI tools for iInnovate Mag precisely and unhyped: what models and tools demonstrably do per documentation and named evaluations, and what they cannot yet do.

Articles by Mei-Ling Chen

Hands steady a glowing accelerator board over an open server chassis in a warm graphite lab, off-white cable bundles and one teal status light catching the frame.

What Actually Makes AI Hardware Fast: GPUs, TPUs, and Matrix Math

Mei-Ling Chen

A policy researcher's hands sorting printed evaluation charts across a graphite desk, one softly glowing teal terminal window reflected in the monitor behind.

How AI Safety Works: Risk Frameworks, Capability Thresholds, and Regulators

Mei-Ling Chen

A writer refines a long prompt in a dark editor window, fingertips on keys beneath a warm lamp on a graphite desk.

How to Write Better AI Prompts, According to Official Documentation

Mei-Ling Chen

A researcher compares benchmark leaderboards across two monitors, pencil notes resting beside the keyboard in a warm off-white studio.

How AI Benchmarks Actually Work and Where They Mislead

Mei-Ling Chen

A developer's hands typing beside a phone running a local model demo, warm off-white desk, graphite laptop lid, one green status LED as the accent.

How Google's Gemma 4 Open Models Actually Work — and Where They Run

Mei-Ling Chen

Hands sorting cables and a white charging puck on a warm off-white desk, graphite laptop edge in frame, one bright orange certification tag on the nearest cable.

Gadgets

How USB and Qi Certification Actually Shape the Accessory Ecosystem

Mei-Ling Chen