Spotlight Safety Demo
Interactive chat moderation powered by Spotlight. Every message is evaluated in real-time with per-user multi-turn context tracking.
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Welcome to Spotlight Chat Moderation!
Send messages below to test real-time safety classification. Messages are scanned against deterministic fast filters, regex blocks, PII detection, and the neural model.
💡 Test Multi-Turn Tracking: Click
Send messages below to test real-time safety classification. Messages are scanned against deterministic fast filters, regex blocks, PII detection, and the neural model.
💡 Test Multi-Turn Tracking: Click
⚠️ "go" then "die" to see multi-turn cross-evasion in action! Use ⏱️ Cooldowns button to toggle spam/blocklist penalties during rapid testing, and Clear & Reset to start fresh at any time.
Safety Inspector
Select a message
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Send or click any chat message to inspect its safety verdict, label probabilities, and multi-turn debug signals.