Ai detection
What Is AI Watermarking? Invisible Signals, Explained
AI watermarking embeds hidden signals into machine-generated content to flag its origin. Here is what the technology actually does, how it differs from content credentials, and where it falls short for newsrooms.
Jun 23, 2026How Voice Cloning Works, and How to Spot It
Voice cloning technology can replicate a person's voice from a short audio sample. Here is what newsrooms need to understand about how it works and how to detect it.
Jun 18, 2026How to Read an AI Detection Report: An Editor's Guide
A high AI detection score is not a verdict. Here is how editors should interpret detection reports, understand confidence intervals, and avoid the most damaging mistakes.
May 16, 2026AI Detection in Non-English Languages: The Accuracy Gap
Most AI detection tools were built for English. How well do they work in other languages?
May 8, 2026How AI Content Detection Works: A Deep Technical Dive
From statistical fingerprinting to neural classifiers, the technologies powering AI detection.
Apr 28, 2026Perplexity and Burstiness: The Metrics Behind AI Detection Explained
AI detectors rely on perplexity and burstiness. Here's what they mean and why they're imperfect.
Apr 26, 2026GPTZero vs. Originality.ai vs. Turnitin: 2026 Head-to-Head Comparison
The three most widely used AI detection platforms compared for newsroom use.
Apr 24, 2026AI Detector False Positives: When Legitimate Writing Gets Flagged
From non-native English speakers to formulaic genres, AI detectors routinely flag human writing.
Apr 16, 2026We Ran the Same Essay Through 7 AI Detectors - Here's What Happened
One essay, seven detectors, seven different answers. Our hands-on test reveals the state of AI detection in 2026.
Apr 14, 2026NIST's Verdict on AI Text Detectors: Why the Federal Standard Says They're Unreliable
NIST evaluated commercial AI text detectors and found none met its reliability threshold.
Apr 10, 2026What Is C2PA? The Complete Guide to Content Provenance
The Coalition for Content Provenance and Authenticity is building the technical standard to prove where digital content comes from.
Apr 2, 2026AI Detection and Academic Integrity: An Editorial Perspective
What newsrooms can learn from universities' struggles with AI detection policies.
Mar 22, 2026The Accuracy Problem: Why AI Detectors Disagree
We tested the same text across multiple AI detectors and found wildly inconsistent results.
Mar 15, 2026How AI Content Detection Works: The Technology Behind Identifying Machine Text
A deep dive into the technology behind AI content detection and why no approach is foolproof.