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POLAR: Ontology-Guided Risk Prevention for Tool-Calling LLM Agents
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Researchers introduced POLAR, an ontology-guided guardrail framework offering pre-emptive, auditable risk prevention for tool-calling agents.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 7 October 2026
- Collected by OneBench
- 8 Oct 2026, 03:01 UK
- Original headline
- POLAR: Ontology-Guided Risk Prevention for Tool-Calling LLM Agents ↗
Stored source excerpt
arXiv:2610.08082v1 Announce Type: cross Abstract: LLM tool-use agents operate in dynamic environments where many actions carry operational risk. However, most safety mechanisms react only after…
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