Four tools. One mission. Every humanizer runs entirely in the browser — no uploads, no servers, no leaks. Here's what's being built and when.
Next-generation photo pipeline
A full rebuild of the humanization engine — more layers, deeper frequency analysis, and a model-signature reader that auto-calibrates treatment strength before the first pixel changes.
Full-length video processing
Graduating from early access (v0.1) to a stable release. Frame-accurate sensor noise, temporal PRNU coherence across the full clip, and platform-specific codec presets out of the box.
Defeat AI writing detectors
The same browser-only philosophy applied to text. Linguistic fingerprint randomization, rhythm variation, and detector-targeted rewrite modes — nothing ever leaves your device.
Audio anti-detection pipeline
Browser-side audio processing that strips AI generation artifacts from music and vocals. Micro-timing variation, spectral fingerprint cleaning, and realistic room acoustics injection.
Every release lands automatically in your browser. No downloads, no installs — just open the hub and run.
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