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2 changes: 1 addition & 1 deletion README.md
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## Overview

Sentinel, part of the RoGuard safety toolkit, is a Python library designed specifically for realtime detection of extremely rare classes of text by using contrastive learning principles. While traditional classifiers struggle with highly imbalanced datasets, Sentinel excels by:
Roblox Sentinel, part of the Roblox Safety Toolkit, is a Python library designed specifically for realtime detection of extremely rare classes of text by using contrastive learning principles. While traditional classifiers struggle with highly imbalanced datasets, Sentinel excels by:

1. Collecting recent observations from a single source (e.g., recent messages from a user)
2. Calculating individual observation scores using embedding similarity
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3 changes: 0 additions & 3 deletions TODO.md

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