Multi-agent LLM system with consensus and hierarchy outperforms individual models on disinformation detection tasks across English, Polish, Slovak, and Bulgarian datasets.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Literature on system prompts for AI shows fragmented and contradictory claims that complicate policy efforts to use them as reliable governance mechanisms.
citing papers explorer
-
Multi-Agentic System Leveraging Open-Source LLMs to Mitigate Disinformation Threats
Multi-agent LLM system with consensus and hierarchy outperforms individual models on disinformation detection tasks across English, Polish, Slovak, and Bulgarian datasets.
-
Prompt Governance? On Governing Technologies Governed by Natural Language
Literature on system prompts for AI shows fragmented and contradictory claims that complicate policy efforts to use them as reliable governance mechanisms.