…A New End-to-end Framework for Evaluating Voice Agents Published on May 13 Submitted by Orlando Marquez on May 14 ServiceNow-AI Authors: Tara Bogavelli , Gabrielle Gauthier Melançon , Katrina Stankiewicz , Oluwanifemi…
Papers arxiv:2605.06651 AI Co-Mathematician: Accelerating Mathematicians with Agentic AI Published on May 7 Submitted by taesiri on May 8 Authors: , , , , , , , , , , , , , , , , , Abstract W e i n t r o d…
…AI-generated summary LLM-based agents are increasingly deployed to handle streaming tasks, yet they often remain one-off problem solvers that fail to learn from past interactions. Reusable skills distilled from…
…AI-generated summary Large Language Model (LLM)-based agents have fundamentally reshaped artificial intelligence by integrating external tools and planning capabilities. While memory mechanisms have emerged as the architectural cornerstone of these…
…AI-generated summary Reinforcement learning (RL) has emerged as a central paradigm for post-training LLM agents, yet its trajectory-level reward signal provides only coarse supervision for long-horizon interaction. On…
…Measuring Human--AI Tacit Understanding (2026) Behavioral Transfer in AI Agents: Evidence and Privacy Implications (2026) The Attribution Blind Spot: Detecting When Language Models Rely on Memory Rather Than Retrieved Context (2026…
…AI-generated summary Large language model (LLM) agents face a structural tension: cloud agents provide strong reasoning but expose user data, while on-device agents preserve privacy at the cost of overall…
…Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies (2026) VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions (2026) SimuWoB: Simulating Real-World Mobile Apps…
…AI-generated summary Large language models (LLMs) are increasingly used as interactive agents, but optimizing them for long-horizon decision making remains difficult because current methods are largely purely reactive, which weakens…
…AI-generated summary With the advancement of multimodal large language models (MLLMs) and coding agents , the website development has shifted from manual programming to agent-based project-level code synthesis. Existing benchmarks…