Make AI text read
naturally for Hive Moderation.
Hive Moderation offers AI-content detection, including an AI-generated text classifier that platforms and businesses use to flag machine-written content at scale. Here's how that kind of detector generally works, its false-positive record, and the honest version of what a humanizer can and can't do.
How Hive Moderation works
Hive's exact internals aren't fully public, but text classifiers like this generally score how predictable a passage's word choices and sentence rhythm are — low "perplexity" and low "burstiness" tend to read as machine-written. The tool typically returns a probability or confidence score rather than a hard yes/no. Like all such models, it is retrained over time, so the same text can score differently from one month to the next.
False positives
Statistical detectors mislabel human writing as AI, especially clean, formulaic, or carefully edited prose. Independent research (Stanford, 2023) found AI detectors disproportionately flag non-native English writers. Treat any single Hive score as a signal, not a verdict — a high score is not proof that text was machine-generated.
What a rewrite actually looks like
Here's the same paragraph before and after Humanizer — the structure, rhythm, and word choice change, not just a few swapped synonyms. The percentage is Sapling's AI-likelihood estimate, shown on every rewrite. It's a signal, not a guarantee against Hive Moderation.
AI has become an integral part of modern content creation. With the advent of large language models, the ability to generate high-quality text has been revolutionized, allowing for unprecedented efficiency in writing workflows.
Recent advances in large language models have genuinely reshaped how people write. What used to take days of drafting can now happen in an afternoon — though how much it helps still depends on the field, and we're all figuring out the limits.
Humanize your text.
Right here, right now.
Paste up to 1,500 characters, pick a mode, and get a real rewrite with an AI-detector score. No account, no card.
Your rewrite will appear here.
Free tool runs Claude Haiku, one pass. Pro (app & web) uses the stronger model with a detector-guided retry loop, longer text, and unlimited rewrites.
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Try the rewriter right here, no signup. Get the native Mac & iPhone app for unlimited rewrites, longer text, and the stronger model.