The papers

Most central to this idea first, not most recent.

• Top Universitycs.RO

  Visual action rehearsal helps language models control robot manipulation

  HKUST(GZ), CUHK · Sept 2026

• Top Universitycs.MM

  Multi-agent revisions improve reusable visual templates across different user inputs

  Peking University, Kuaishou Technology · Sept 2026

• Industrycs.DCcode

  Dispatch-aware agents safely optimize compiler-generated GPU kernels within full models

  Red Hat · Sept 2026

• Top Universitycs.CL

  Specialized AI agents improve clinical trial design risk assessment

  University of Illinois Urbana-Champaign, Keiji AI Inc · Sept 2026

• Independentcs.CR

  Hierarchical registries enable fast, trust-aware discovery across agent ecosystems

  Sept 2026

• Top Universitycs.AI

  Multi-agent system creates editable 4D scenes from text prompts

  Carnegie Mellon University, Harvard University · July 2026

• AI Startupcs.LG

  Orchestrator models dynamically combine specialized LLMs into collective intelligence

  Sakana AI · June 2026

• Industrycs.CLcode

  In AI-Q, most report errors originate in the orchestrator

  Bar-Ilan University, UNC Chapel Hill · Aug 2026

• Big Techcs.CV

  World state registers enable consistent multi-agent video generation across views

  University of California, Los Angeles, Adobe Research · July 2026

• Top Universitycs.AI

  Shared agent memories boost performance without coordination

  Carnegie Mellon University, University of California, Berkeley · June 2026

• AI Startupcs.CV

  Multi-agent orchestration generates 3D scenes from single images

  Nanyang Technological University, University of Oxford · June 2026

• Big Techcs.AI

  A multi-agent framework for coherent video storytelling via global optimization

  Google Inc. · Apr 2026

• Big Techcs.CLcode

  Self-organized agent teams improve coding results as they scale

  Microsoft Research · Sept 2026

• Independentcs.LG

  Mixed-granularity agent graphs improve collaboration across varied tasks

  Sept 2026

• Chinese Techcs.CV

  Executable code gives generative worlds persistent rules and evolving state

  USTC, TongYi Lab · Sept 2026

• Industrycs.AI

  Kernel-managed memory personalizes multiple AI agents with shorter prompts

  Rutgers University · Sept 2026

• Industrycs.CL

  Controlled harness reveals what helps agents refactor entire repositories

  Pi School, Translated · Sept 2026

• Top Universitycs.CR

  Agent harnesses can elevate malicious context past instruction defenses

  Nanjing University, Honor Device Co., Ltd · Aug 2026

• Chinese Techcs.AIcode

  Models remain weak at steering coding agents through long tasks

  DreamX Team, Alibaba Group · Sept 2026

• Top Universitycs.AI

  Financial agents can cite rules while still attempting prohibited trades

  HKUST, HKBU · Aug 2026

• Independentcs.AI

  DSA orchestrates evidence-aware stock research across six regional markets

  Aug 2026

• Top Universitycs.AI

  Adaptive trace graphs improve failure attribution in multi-agent systems

  Tel Aviv University, AWS Agentic AI · Aug 2026

• Industrycs.SE

  Tracing and fault injection make multi-agent software workflows easier to inspect

  Delft University of Technology, JetBrains Research · Aug 2026

• Independentcs.CV

  World simulator achieves infinite interaction and agentic control

  July 2026

• Big Techcs.CV

  Agent framework auto-tunes video diffusion for 2x speedup

  NVIDIA Research · June 2026

• Top Universitycs.CVcode

  Multi-agent framework coordinates narrative and visual consistency for long-form video

  The University of Hong Kong, South China University of Technology · June 2026

• Industrycs.CRcode

  Cyber agents hide critical weaknesses behind successful attack workflows

  National Research Council, University of Windsor · Sept 2026

• Industrycs.MAcode

  Reward-guided graph generation cuts multi-agent communication costs without hurting accuracy

  University of Luxembourg, King Mongkut’s University of Technology Thonburi · Aug 2026