2 papers
cs.AI2026
Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework
Chingkwun Lam, Jiaxin Li, Lingfei Zhang +1
Long-term memory has emerged as a foundational component of autonomous Large Language Model (LLM) agents, enabling continuous adaptation, lifelong multimodal learning, and sophisti…
cs.CY2026
Trustworthiness in Digital Twin Systems: Systematic Review and Research Horizons
Chi Fai David Lam, Aad van Moorsel, Zoya Pourmirza
Digital Twins (DTs) are increasingly deployed across application domains, yet the treatment of trust-related issues remains unevenly addressed. To examine whether and how trust is…