arXiv:2608.06861v1 Announce Type: new Abstract: Training large language model agents in long-horizon environments requires assigning credit from sparse…
Author: script
AI News Brief Hourly Summary 2026-08-10 09h : 12 posts
12 posts were published in the last hour 6:32 : Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence 6:32 : Mind the Gap: A Dual Knowledge Graph Framework for Unified Multi-task User Intent Inference 6:32 : Surg-UniWorld: A Unified…
Capek 0.5: An Execution-Centric Vision-Language Model for Embodied Intelligence
arXiv:2608.06756v1 Announce Type: new Abstract: Vision-language models are increasingly serving as the reasoning core of embodied agents. Robot execution…
Mind the Gap: A Dual Knowledge Graph Framework for Unified Multi-task User Intent Inference
arXiv:2608.06752v1 Announce Type: new Abstract: This paper proposes DKG-MTI, a dual knowledge graph framework for unified multi-task user intent inference…
Surg-UniWorld: A Unified Surgical World Model with Multimodal Control Experts
arXiv:2608.06770v1 Announce Type: new Abstract: Controllable surgical world models can provide a generative foundation for surgical artificial…
LiFTER: A Grounded Neuro-Symbolic Microscope for Continuous-Time Dynamic Graph Forecasting
arXiv:2608.06765v1 Announce Type: new Abstract: Continuous-time dynamic graph models predict future links by compressing past interactions into neural…
MemPrism: Task-Conditioned Relational Memory Views for Long-Horizon Agents
arXiv:2608.06745v1 Announce Type: new Abstract: Long-horizon agents rely on memory to reuse experiences, yet existing memory systems often assume that…
From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos
arXiv:2608.06732v1 Announce Type: new Abstract: Recent text-to-video (T2V) generation models enable fake news videos to be synthesized from scratch,…
bioMoR: Biology-Guided Mixture-of-Recursions for Effective Genomic Learning
arXiv:2608.06727v1 Announce Type: new Abstract: Transformer models for high-dimensional omics analysis process thousands of genes or pathways, although…
IB-RL: Isolated Bilateral Reinforcement Learning for Strategic Dialogue Agents
arXiv:2608.06735v1 Announce Type: new Abstract: Reinforcement learning (RL) has achieved strong results in improving large language models (LLMs) on tasks…