---
title: "Stylome Model Improvement Program | Stylome"
description: "Submit verified pre-2022 human writing that earns an AI-generated result and help strengthen future Stylome models."
url: "https://stylome.io/bounty"
---

> [Documentation index](https://stylome.io/llms.txt)

# Report a false positive

Submit human-written text captured by Archive.org before 2022 that Stylome classifies as AI generated. Accepted examples improve training; they never enter frozen evaluation holdouts.

## What qualifies

1.  An Archive.org snapshot captured before January 1, 2022.
2.  At least 200 characters actually composed by a human.
3.  No machine translation, Markov text, templates, or generated feeds.
4.  Primitive LLM output, including GPT-2-era generated text, does not count as a false positive even when its snapshot predates 2022.
5.  One submission per normalized text hash; first verified submitter receives credit.

DraftSubmittedQueuedNeeds reviewAcceptedRejectedDuplicate

The review workflow is defined. Payouts and adjudication will open with the public program launch.

## Submission preview

Archive snapshot URL

Claimed human text

Optional context

Submit candidate

## Your submissions

Sign in to view your submission history.

## Leaderboard

Verified submissions and contributor credits will appear here when public review begins.