Content ModerationConsumer Facing
Reviewed and published by trentmaziarz, March 22, 2026. Discovered and drafted by our automated research pipeline.
Steam operates a text filtering system in Steam Chat and in games like Counter-Strike 2 and Dota 2, automatically blocking or replacing profanity and slurs. Players can adjust how much filtering is applied to their own experience. The system shipped as Steam Labs Experiment 011 before being integrated into the main platform.
Details
The Steam Text Filtering system uses curated word lists as its primary mechanism, with players able to set their own filtering sensitivity. Game developers can integrate the same filtering into their titles via the Steamworks API. Valve stated that default word lists would continue to be refined based on user data, indicating ongoing data-driven maintenance rather than a purely static rule set. While the system's core mechanism is list-based rather than a machine learning model, its continuous refinement from usage data and its role in automated content filtering make it relevant to this ledger. The system supports multiple languages.
Products affected
Steam ChatCounter-Strike 2Dota 2any game using the Steamworks text filtering API
Sources & Evidence
Other practices by Valve Corporation
OtherValve holds multiple patents describing machine learning applications for its hardware products and multiplayer networking. These cover predicting player input to reduce lag in online games, tracking eye gaze direction in VR headsets, and determining the physical position of a VR headset using sensor data. The patents confirm Valve's machine learning R&D extends well beyond anti-cheat.ProductivityA Valve engineer publicly described using ChatGPT like an advanced search engine to find a specific type of matching algorithm he needed for the game Deadlock. He found the Hungarian algorithm this way and it was then built into Deadlock's hero selection matchmaking system. The engineer shared this on social media in October 2024.ModerationEvery post, comment, screenshot, guide, and Workshop item submitted to Steam passes through an automated content check system before it goes public. If the system is uncertain about a submission, it holds the content with the message "awaiting analysis by our automated content check system" while a human review takes place. This applies to all user-generated content, not just reported items.
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