arXiv:2608.20574v1 Announce Type: new Abstract: Open-ended language-model benchmarks usually inherit a judge: a human preference panel, another model, or…
Dual-Cache Latent Space Communication between Heterogeneous Language Models
arXiv:2608.20617v1 Announce Type: new Abstract: Multi-agent LLM systems split work across models, so answering often requires knowledge that sits in…
AI News Brief Hourly Summary 2026-08-24 08h : 10 posts
10 posts published in the last hour 05:32A Temporal Planning Approach for Intelligent Flood Response 05:32Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning 05:32FL-MAESTRO: Multi-Agent LLM Orchestration for Resource-Constrained Federated Learning 05:32Volumetric Radiology AI in the Era of Multimodal…
A Temporal Planning Approach for Intelligent Flood Response
arXiv:2608.20510v1 Announce Type: new Abstract: Effective response to multiple, simultaneously flooded areas requires coordinating appropriate actions in…
Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning
arXiv:2608.20564v1 Announce Type: new Abstract: Multi-agent LLM systems can improve reasoning by pooling diverse perspectives, but their effectiveness…
FL-MAESTRO: Multi-Agent LLM Orchestration for Resource-Constrained Federated Learning
arXiv:2608.20518v1 Announce Type: new Abstract: In Federated Learning (FL), the communication topology is a runtime variable rather than a fixed design…
Volumetric Radiology AI in the Era of Multimodal Large Language Models
arXiv:2608.20549v1 Announce Type: new Abstract: Advances in multimodal large language models (MLLMs) are extending radiological artificial intelligence…
Lost in Translation: How Universal Ethical Values Fail to Translate Across Global Contexts
arXiv:2608.20490v1 Announce Type: new Abstract: AI ethics frameworks treat values such as fairness, transparency, and accountability as universal and…
Who Delegates to AI? Evidence from 53,000 Agent Configurations
arXiv:2608.20425v1 Announce Type: new Abstract: A growing literature measures how far occupations are exposed to AI, but these measures capture where AI…
STCO: Conditional Neural Operators for Time-Dependent PDEs
arXiv:2608.20477v1 Announce Type: new Abstract: Neural operators have emerged as efficient surrogates for time-dependent physical systems governed by…
StateSight: Benchmarking Latent Spatial-State Reconstruction in Vision-Language Models
arXiv:2608.20414v1 Announce Type: new Abstract: Vision-language models are increasingly used for multimodal question answering, yet their ability to…
Terminal Agents: A Survey of AI Agents in Command-Line Environments
arXiv:2608.20485v1 Announce Type: new Abstract: Large language model agents increasingly act through terminals, yet existing surveys disperse…
Categorical AI phenomenology: A first-person approach
arXiv:2608.20420v1 Announce Type: new Abstract: This paper develops a phenomenology-first approach to artificial consciousness by reframing consciousness…
AI News Brief Hourly Summary 2026-08-24 07h : 11 posts
11 posts published in the last hour 04:32World models of environment, agent and joint agent-environment systems 04:32Nexus: Depth-Adaptive KV-Cache Splicing and Retrieval-Decoupled Tool Routing for Agentic LLMs on Unified Memory 04:32When Retrieval Fails Before It Begins: Structurally Indirect Prerequisite Eviction…
World models of environment, agent and joint agent-environment systems
arXiv:2608.20401v1 Announce Type: new Abstract: World models are a central component of model-based reinforcement learning. They are usually discussed in…
Nexus: Depth-Adaptive KV-Cache Splicing and Retrieval-Decoupled Tool Routing for Agentic LLMs on Unified Memory
arXiv:2608.20397v1 Announce Type: new Abstract: Agentic large language models (LLMs) on the Model Context Protocol (MCP) re-encode verbose tool schemas…
When Retrieval Fails Before It Begins: Structurally Indirect Prerequisite Eviction as a Retention Failure in Agentic Memory
arXiv:2608.20400v1 Announce Type: new Abstract: Agentic memory under a fixed budget involves two stages: retention and retrieval. Existing…
Environmental Slow AI: Design Principles for Generative Systems
arXiv:2608.20398v1 Announce Type: new Abstract: Generative AI (genAI) systems produce cultural artefacts at scale, but they also reflect embedded cultural…