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CUCo: An Agentic Framework for Compute and Communication Co-design
Announce Type: replace Abstract: Computation and communication in distributed LLM training and inference are traditionally optimized in isolation; expert-crafted systems such as DeepEP, FLUX, and TokenWeave show the potential of co-design but require deep systems expertise and hardware-specific tuning; CUCo is an agentic framework that automates compute-communication co-design of CUDA kernels by combining a structured design-space formalization with a correctness-first fast-path agent for...
ZTE and partners nurture global ICT talent through 2026 engineering capacity building program
Partner Content ZTE successfully co-organized the graduation of the 2026 Engineering Capacity Building Program (Information & Communication Engineering) in Shenzhen. Under the theme "Wisdom Leading Communication Frontiers, Empowering Engineering Practice", the program was hosted by the Chinese Society of Engineers, organized by the China Institute of Communications, and co-organized by the Guangdong Institute of Communications and ZTE. The initiative brought together over 60 ICT engineers...
Ancient Chinese medicine could transform hair loss treatment
Ancient Chinese medicine could transform hair loss treatment - Date: - June 7, 2026 - Source: - KeAi Communications Co., Ltd. - Summary: - A traditional Chinese medicinal root used for over a thousand years is attracting new scientific attention for its potential to combat hair loss. Studies suggest Polygonum multiflorum can block harmful hormones, activate hair-growth signals, protect follicles, and boost blood flow to the scalp. Researchers say the herb’s effects align remarkably well with...
Spencer Pratt rides Big Tech’s rightward wave as latest Silicon Valley titan opens wallet
Google co-founder Sergey Brin just became the latest high-profile member of the tech world to throw his financial support behind a Republican. Brin gave Los Angeles mayoral candidate Spencer Pratt a maximum donation of $1,800 on May 27, according to municipal campaign finance records. Other big names in tech making contributions to the mayoral hopeful include Palantir’s chief technology officer, SpaceX’s director of solar production, a communications executive at TikTok, the co-chairman and...
Spencer Pratt rides Big Tech’s rightward wave as latest Silicon Valley titan opens wallet
Google co-founder Sergey Brin just became the latest high-profile member of the tech world to throw his financial support behind a Republican. Brin gave Los Angeles mayoral candidate Spencer Pratt a maximum donation of $1,800 on May 27, according to municipal campaign finance records. Other big names in tech making contributions to the mayoral hopeful include Palantir’s chief technology officer, SpaceX’s director of solar production, a communications executive at TikTok, the co-chairman and...
Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions
arXiv:2606.04197v1 Announce Type: cross Abstract: How much should an LLM agent remember, and how should multi-agent systems be connected when trying to reach consensus? We show these two design choices interact in a way that flips the sign of memory's effect on coordination. Across 432 simulation runs of a networked Naming Game on eight fixed 16-agent topologies, we vary memory depth and network structure.
Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions
arXiv:2606.04197v1 Announce Type: new Abstract: How much should an LLM agent remember, and how should multi-agent systems be connected when trying to reach consensus? We show these two design choices interact in a way that flips the sign of memory's effect on coordination. Across 432 simulation runs of a networked Naming Game on eight fixed 16-agent topologies, we vary memory depth and network structure.
An Asynchronous Two-Speed Kalman Filter for Real-Time UUV Cooperative Navigation Under Acoustic Delays
arXiv:2604.02878v2 Announce Type: replace Abstract: In Global Navigation Satellite System (GNSS)-denied underwater environments, individual unmanned underwater vehicles (UUVs) suffer from unbounded dead-reckoning drift, making collaborative navigation (CN) crucial for accurate state estimation. However, the severe communication delay inherent in underwater acoustic channels poses serious challenges to real-time state estimation. Traditional filters, such as Extended Kalman Filters (EKFs) or...
UltraEP: Unleash MoE Training and Inference on Rack-Scale Nodes with Near-Optimal Load Balancing
arXiv:2606.04101v2 Announce Type: replace Abstract: Large-scale expert parallelism (EP) is becoming pivotal for training and serving frontier MoE models, but it also amplifies device-level expert load imbalance into compute stragglers, token all-to-all bottlenecks, and activation-memory spikes. Existing balancers redistribute experts periodically based on historical load, which becomes unreliable for production deployments with non-stationary load patterns. We present UltraEP, the first...
UltraEP: Unleash MoE Training and Inference on Rack-Scale Nodes with Near-Optimal Load Balancing
arXiv:2606.04101v1 Announce Type: new Abstract: Large-scale expert parallelism (EP) is becoming pivotal for training and serving frontier MoE models, but it also amplifies device-level expert load imbalance into compute stragglers, token all-to-all bottlenecks, and activation-memory spikes. Existing balancers redistribute experts periodically based on historical load, which becomes unreliable for production deployments with non-stationary load patterns. We present UltraEP, the first...