Students & Educators
How to Appeal an AI Accusation, Step by Step
A practical AI accusation appeal walkthrough: request the evidence, build a dated timeline, write the letter, handle the hearing, and escalate when needed.
Aug 21, 2026 · 9 min read
Blog — page 6
Quick Answers
Do AI Detectors Store Your Text? Privacy Questions Answered
Are AI detectors safe? Some store and reuse everything you paste; others don't. What happens to your text, the questions to ask, and how we handle scans.
Aug 21, 2026 · 6 min read
How AI Detection Works
Can Detectors Catch GPT-5-Class Writing?
Can today's tools detect GPT-5 writing? What shrinking statistical separation, retraining lag and adversarial benchmarks really mean for frontier-model output.
Aug 21, 2026 · 9 min read
How AI Detection Works
Why Multi-Engine AI Detection Beats Any Single Model
Multi-engine AI detection explained: why ensembles of detectors catch more, false-flag less, and how to read the cases where engines disagree.
Aug 21, 2026 · 6 min read
Students & Educators
Turnitin's AI Score vs Similarity Score: Know the Difference
Turnitin AI score meaning explained: how it differs from the similarity score, what each measures, their failure modes, and what each can justify.
Aug 19, 2026 · 6 min read
Tool Comparisons
Turnitin vs GPTZero: Institutional vs Personal AI Detection
Turnitin vs GPTZero compared: one is institution-only, one anyone can use free. Costs, false-positive rates, and what students can actually control.
Aug 19, 2026 · 4 min read
For Professionals
The EU AI Act's Transparency Rules Are Live: What Article 50 Means
EU AI Act Article 50 is now in effect: machine-readable marking of synthetic content, deepfake disclosure, who must comply, and the fines for ignoring it.
Aug 17, 2026 · 6 min read
Students & Educators
Is Using AI for Homework Cheating? Where Schools Draw the Line
Is using AI cheating? Where schools draw the line in 2026: the help-to-generation spectrum, disclosure norms, and fair rules of thumb by assignment.
Aug 17, 2026 · 6 min read
Quick Answers
How Is Your AI Percentage Calculated? The Math Behind Scores
How is AI percentage calculated? Token probabilities, perplexity and classifier confidence explained, plus why 60% never means 60% of your sentences.
Aug 14, 2026 · 6 min read
AI Images & Deepfakes
What Are C2PA Content Credentials? Provenance Explained Simply
What is C2PA? A plain-English guide to Content Credentials: how signed provenance manifests work, who embeds them in 2026, and why absence proves nothing.
Aug 14, 2026 · 6 min read
How AI Detection Works
Do AI Detectors Catch Paraphrased or "Humanized" Text?
Do AI detectors detect paraphrasing? What benchmarks show about QuillBot-style rewrites and AI humanizers — and what paraphrased text still can't hide.
Aug 12, 2026 · 6 min read
Tool Comparisons
7 Turnitin Alternatives for AI Detection (2026)
Looking for a Turnitin alternative? Seven AI detection options for 2026 compared on false positives, pricing and features, including a no-detector path.
Aug 12, 2026 · 6 min read