Enhanced model updated for GPTZero and Pangram.

Posts tagged: AI Detector

4 posts found

A Winston AI document card with '99.98% accurate' outlined in dashed blue and a magnifying glass showing a question mark, under the title 'Winston AI Review 2026: Accuracy Claims Examined'.
AI Detection

Winston AI Review 2026: The 99.98% Claim, Examined

A publisher-and-agency-focused review of Winston AI, which is strong on ChatGPT and GPT-4 text, weak on unfamiliar models and blended drafts, and nowhere near its advertised 99.98% in published benchmark testing.

Ivan Jackson··7 min read
The GPTZero logo above the label '2026 Review' and the headline 'How accurate is it really?' in dark navy on a pale blue background.
AI Detection

GPTZero Review 2026: How Accurate Is It Really?

A full 2026 review of GPTZero after the Superhuman acquisition, covering strengths, documented false positives, pricing, and free alternatives.

Ivan Jackson··7 min read
A phone showing a Substack newsletter article with a passage highlighted and a context menu open, where the option 'Scan for AI text' with the Pangram logo is highlighted in orange alongside Copy, Share, and Look Up.
AI Detection

Substack Readers Can Now Scan Your Newsletter for AI

Substack's new Pangram-powered scan lets readers check any post, note, or comment for AI. How it works, why writers call it a witch hunt, and what to do before your next post.

·5 min read
Pangram AI Detector Review 2026 blog cover with the orange Pangram logo on a dark background.
AI Detection

Pangram AI Detector Review 2026: The Tool Substack Uses

An honest review of Pangram, the AI detector powering Substack's reader-facing scans: accuracy claims, outside validation, pricing, blind spots, and the pre-publish self-check writers should adopt.

Ivan Jackson··7 min read
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