arXiv:2609.22218v1 Announce Type: cross Abstract: As LLM agents are exposed to hundreds to tens of thousands of skills, tools, and API functions,…
Category: AI
Evaluating Personal Information Output from Conversational Interactions in Generative AI Systems
arXiv:2609.22204v1 Announce Type: cross Abstract: This exploratory pilot study evaluates the scope and perceived accuracy of personal information output…
PII-TRACE: A Benchmark for Context-Aware PII Detection in Multi-Turn LLM Conversations
arXiv:2609.22200v1 Announce Type: cross Abstract: LLM assistants and agentic systems log long multi-turn conversations. AI providers often scan these…
EvoRank: LLM-Guided Evolution of Multi-Objective Learning-to-Rank Pipelines
arXiv:2609.22196v1 Announce Type: cross Abstract: We present EvoRank, an open autonomous ranking engineer: an LLM-guided evolutionary loop that discovers…
Dissecting Hierarchical Reasoning Models: A Mechanistic Study
arXiv:2609.22197v1 Announce Type: cross Abstract: We study Hierarchical Reasoning Model (HRM), a representative hierarchical Transformer-based latent…
Advancing Private AI Compute with secure, server-side memory
Introducing private, server-side memory to Private AI Compute for personal AI.
The Role of AI in Online Reviews
arXiv:2609.22198v1 Announce Type: cross Abstract: The rapid adoption of large language models (LLMs) creates new opportunities for strategic content…
Offloaded inference for real-world physical AI robotics
Robots are getting smarter, but how can their hardware match that growth? New Microsoft Research findings show that moving AI inference beyond the robot…
Improving Parameter Utilization by Sharing Neural Experts Across Layers in Transformers
arXiv:2609.22199v1 Announce Type: cross Abstract: Transformer-based large language models often suffer from inter-layer parameter redundancy, where…
A Pinch of SFT, A Dash of RL: When Reinforcement Learning Helps Long-Horizon Advertising Agents
arXiv:2609.22194v1 Announce Type: cross Abstract: Enterprise analytics agents solve long-horizon tool-use problems over distributed business data,…