On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published 2 days ago • 58
Foundation Protocol: A Coordination Layer for Agentic Society Paper • 2605.23218 • Published 12 days ago • 79
Macaron-A2UI: A Model for Generative UI in Personal Agents Paper • 2605.24830 • Published 10 days ago • 80
Agent-ValueBench: A Comprehensive Benchmark for Evaluating Agent Values Paper • 2605.10365 • Published 23 days ago • 9
MinT: Managed Infrastructure for Training and Serving Millions of LLMs Paper • 2605.13779 • Published 21 days ago • 219
δ-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published 22 days ago • 125
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 151
InfoPO: Information-Driven Policy Optimization for User-Centric Agents Paper • 2603.00656 • Published Feb 28 • 9
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines Paper • 2602.14296 • Published Feb 15 • 51
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration Paper • 2602.03786 • Published Feb 3 • 90
TongSIM: A General Platform for Simulating Intelligent Machines Paper • 2512.20206 • Published Dec 23, 2025 • 28
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 92
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19, 2025 • 78
Enhancing LLM-Based Social Bot via an Adversarial Learning Framework Paper • 2508.17711 • Published Aug 25, 2025 • 1
InteractComp: Evaluating Search Agents With Ambiguous Queries Paper • 2510.24668 • Published Oct 28, 2025 • 100
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games Paper • 2410.07863 • Published Oct 10, 2024 • 1
A Survey of Data Agents: Emerging Paradigm or Overstated Hype? Paper • 2510.23587 • Published Oct 27, 2025 • 67