SourceArXiv AI•Stalecollected in 13h
ILION: Fast Safety Gates for AI Agents
#agent-safety#pre-execution#deterministic-aiilionilionlakera-guardopenai-moderation-apillama-guardilion-bench
💡Zero-shot agent safety gate: beats baselines 4.3 F1, 2000x faster at 143μs.
⚡ 30-Second TL;DR
What Changed
Zero labeled data, sub-ms latency (143μs)
Why It Matters
ILION fills a gap in action-safety for autonomous agents, enabling reliable deployment beyond text moderation. Its speed and low false positives suit production environments.
What To Do Next
Benchmark ILION against your agent safety tools using ILION-Bench v2 scenarios.
Who should care:Researchers & Academics
Key Points
- •Zero labeled data, sub-ms latency (143μs)
- •Five components: TII, SVRF, IDC, IRS, CVL
- •F1=0.8515 on 380-scenario ILION-Bench v2
- •Outperforms Lakera Guard (F1=0.8087) by 4.3 points, 2000x faster
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