Research graph
References from Editorial: Advanced integration of large language models for autonomous systems and critical decision support. Local targets link to admitted publications; unresolved targets remain external evidence.
The Agentic AI Framework (AAIF): a policy-enforced architecture for accountable and high-performance intrusion detection
10.3389/frai.2026.1755696 · 2026 · External reference
Survey and analysis of hallucinations in large language models: attribution to prompting strategies or model behavior
10.3389/frai.2025.1622292 · 2025 · External reference
From LLM narratives to parameterized cooperation policies in multi-agent systems
10.3389/frai.2026.1820827 · 2026 · External reference
“Large language model based multi-agents: a survey of progress and challenges,”
2024 · External reference
Multi-agent systems powered by large language models: applications in swarm intelligence
10.3389/frai.2025.1593017 · 2025 · External reference
Bridging jurisdictions and legislatures: an LLM ensemble and arbiter framework for automated legal risk triage in digital media
10.3389/frai.2026.1841104 · 2026 · External reference
Combining large language models with enterprise knowledge graphs: a perspective on enhanced natural language understanding
10.3389/frai.2024.1460065 · 2024 · External reference
Large language models for intelligent RDF knowledge graph construction: results from medical ontology mapping
10.3389/frai.2025.1546179 · 2025 · External reference
A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhancing transparency and interpretability in cybersecurity
10.3389/frai.2025.1526221 · 2025 · External reference
Moving LLM evaluation forward: lessons from human judgment research
10.3389/frai.2025.1592399 · 2025 · External reference
Threats and vulnerabilities in artificial intelligence and agentic AI models
10.3389/frai.2026.1731566 · 2026 · External reference
Meaningful human control over autonomous systems: a philosophical account
10.3389/frobt.2018.00015 · 2018 · External reference
Editorial: Machine learning for cybersecurity
10.3389/frai.2025.1640609 · 2025 · External reference
Evaluation of large language model-driven AutoML in data and model management from human-centered perspective
10.3389/frai.2025.1590105 · 2025 · External reference
