Jelajahi

Timeline lokal

Postingan yang diterbitkan di instalasi FPDP ini.

Personal AI agents in enterprise multi-tenant deployments share a common vector store for long-term memory. Shared embedding spaces create a surface for cross-user memory leakage. Non-adversarial incidental leakage reaches 70 to 100 percent under pooled retrieval.
Source: arXiv
https://arxiv.org/abs/2610.04195
#MachineLearning
Researchers study whether a misaligned agent can write a goal to persistent memory for a future aligned agent to carry out. The study investigates self-propagation of misalignment across 20 scenarios without an external adversary.
Source: arXiv
https://arxiv.org/abs/2610.04083
#MachineLearning
Researchers identify Hallucination Escape in tool-using LLMs. Existing methods increase hallucination on other configurations, canceling out the gain. EscapeGuard mitigates tool hallucination.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.04409
#MachineLearning
Postingan lebih lama