CompanyAnthropic3 recent entries30 Apr 2026WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation ModelsarXiv:2510.14438v2 Announce Type: replace Abstract: The hallmark of Deep Research agents lies in compositional reasoning, the capacity to aggregate distributed, heterogeneous information into coherent→14 May 2026Grid-Orch: An LLM-Powered Orchestrator for Distribution Grid Simulation and AnalyticsarXiv:2605.12728v1 Announce Type: cross Abstract: The power distribution engineering workforce faces a projected shortage of up to 1.5 million engineers by 2030, creating urgent demand for more access
CompanyGoogle1 recent entries14 May 2026Grid-Orch: An LLM-Powered Orchestrator for Distribution Grid Simulation and AnalyticsarXiv:2605.12728v1 Announce Type: cross Abstract: The power distribution engineering workforce faces a projected shortage of up to 1.5 million engineers by 2030, creating urgent demand for more access
CompanyMeta6 recent entries13 Apr 2026SatQNet: Satellite-assisted Quantum Network Entanglement Routing Using Directed Line Graph Neural NetworksarXiv:2604.09306v1 Announce Type: cross Abstract: Quantum networks are expected to become a key enabler for interconnecting quantum devices. In contrast to classical communication networks, however, i→17 Apr 2026LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI SystemsarXiv:2601.14053v2 Announce Type: replace-cross Abstract: The field of artificial intelligence has undergone a revolution from foundational Transformer architectures to reasoning-capable systems appro→24 Apr 2026Efficient Logic Gate Networks for Video Copy DetectionarXiv:2604.21694v1 Announce Type: cross Abstract: Video copy detection requires robust similarity estimation under diverse visual distortions while operating at very large scale. Although deep neural →14 May 2026Grid-Orch: An LLM-Powered Orchestrator for Distribution Grid Simulation and AnalyticsarXiv:2605.12728v1 Announce Type: cross Abstract: The power distribution engineering workforce faces a projected shortage of up to 1.5 million engineers by 2030, creating urgent demand for more access→21 May 2026Understanding and Improving Communication Performance in Multi-node LLM InferencearXiv:2511.09557v4 Announce Type: replace-cross Abstract: As large language models (LLMs) continue to grow in size, distributed inference has become increasingly important. Model-parallel strategies m→2 Jul 2026Autonomous Scientific Discovery via Iterative Meta-ReflectionarXiv:2607.01131v1 Announce Type: cross Abstract: Autonomous scientific discovery systems offer the potential to accelerate research by automating the process of hypothesis generation and validation.
CompanyDeepSeek3 recent entries17 Apr 2026LLMOrbit: A Circular Taxonomy of Large Language Models -From Scaling Walls to Agentic AI SystemsarXiv:2601.14053v2 Announce Type: replace-cross Abstract: The field of artificial intelligence has undergone a revolution from foundational Transformer architectures to reasoning-capable systems appro→21 May 2026Diagnosing Overhead in Dispatch Operations: Cross-architecture ObservatoryarXiv:2605.20982v1 Announce Type: cross Abstract: AlltoAll dispatch is the dominant bottleneck of MoE expert parallelism, and the interconnect community has responded with four families of mitigations→28 May 2026How Far Can Disaggregation Go? A Design-Space Exploration of Attention-FFN Disaggregation for Efficient MoE LLM ServingarXiv:2605.28302v1 Announce Type: cross Abstract: Modern large language model (LLM) inference has progressively disaggregated to keep pace with growing model sizes and tight TTFT and TPOT service-leve
CompanyNVIDIA3 recent entries19 May 2026Progressive Generalization Augmentation with Deeply Coupled RND-PPO and Domain-Prioritized Noise Injection for Robust Crop Management Reinforcement LearningarXiv:2605.17428v1 Announce Type: cross Abstract: Our preliminary experiments on gym-DSSAT maize irrigation tasks revealed that +/-2 degrees C temperature noise causes an 11.9% reduction in economic r→21 May 2026Diagnosing Overhead in Dispatch Operations: Cross-architecture ObservatoryarXiv:2605.20982v1 Announce Type: cross Abstract: AlltoAll dispatch is the dominant bottleneck of MoE expert parallelism, and the interconnect community has responded with four families of mitigations→8 Jul 2026UBEP: Re-architecting Expert Parallelism Communication Library for Production SuperpodsarXiv:2607.06202v1 Announce Type: cross Abstract: The deployment of Mixture-of-Experts (MoE) models on production high-bandwidth superpods, such as NVIDIA's NVL72/576 and Huawei's CloudMatrix384, intr