arXiv AI July 3, 2026 By Uwe M. Borghoff, Paolo Bottoni, Remo Pareschi

Hardware-Enforced Semantic Coordination for Safety-Critical Real-Time Autonomous Systems

arXiv:2607. 02376v1 Announce Type: new Abstract: Recent advances in agentic AI are producing increasingly complex autonomous systems that integrate large language models, world models, optimization engines, specialized neural architectures, autonomous platforms, and human operators.

Summary generated by The Flow from the publisher's feed. The full article lives at arXiv AI.

arXiv AI

Jun 3

Toward a Modular Architecture for Embedded AI Agent Systems at the Edge

arXiv:2606. 02862v1 Announce Type: new Abstract: The rise of Large Language Models (LLMs) has enabled agentic AI capable of complex reasoning and tool use; however, deploying such autonomy in pervasive computing environments remains challenging due to the strict memory and energy constraints of embedded microcontrollers.

By Marcus R\"ub, Michael Gerhards

llms agents benchmarks safety

arXiv AI

Jul 17

Towards an Intention Abstraction Layer for Autonomous Industrial Systems

arXiv:2607. 14553v1 Announce Type: new Abstract: Modern industrial environments increasingly run many autonomous subsystems at once - schedulers, energy managers, vehicle fleets - each pursuing its own goals while sharing the same physical resources.

By Artan Markaj, Raphael H\"ofer, Felix Gehlhoff

llms agents

arXiv AI

Jul 21

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control

arXiv:2607. 17951v1 Announce Type: cross Abstract: Natural-language control offers a promising interface for unmanned aerial vehicles (UAVs), but directly applying self-hosted computer-use agents (SHCUAs) to UAV control introduces a structural mismatch.

By Di Lu, Bo Zhang, Xiyuan Li, Yongzhi Liao, Xuewen Dong, Yulong Shen, Zhiquan Liu, Jianfeng Ma

agents safety

arXiv AI

2d ago

Agentic Transaction: Towards ACID-Compliant Agent Systems

arXiv:2608. 13900v1 Announce Type: cross Abstract: Large language model (LLM) agents are evolving from conversational assistants into autonomous systems that execute long-horizon tasks through reasoning, tool use, code generation, and workspace manipulation.

By Zhaoyan Sun, Xiaoxiao Wang, Guoliang Li

llms agents robotics benchmarks

arXiv AI

Jun 2

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture

arXiv:2606. 00288v1 Announce Type: new Abstract: Large language models are undergoing a transition from model technology to system technology.

By Hai Lin

llms agents safety

arXiv AI

Jun 2

Ethical Hyper-Velocity (EHV): A Hardware-Rooted Zero-Trust Runtime Enforcement Architecture for Agentic AI Systems

arXiv:2605. 17909v2 Announce Type: replace Abstract: As autonomous agentic systems scale across regulated critical infrastructures, the lack of mechanistic, hardware-rooted enforcement for high-frequency policy updates presents a fundamental safety gap.

By Riddhi Mohan Sharma

agents safety

Related stories

Toward a Modular Architecture for Embedded AI Agent Systems at the Edge

Towards an Intention Abstraction Layer for Autonomous Industrial Systems

RT-SHCUA: Real-Time Self-Hosted Computer-Use Agent for UAV Control

Agentic Transaction: Towards ACID-Compliant Agent Systems

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture

Ethical Hyper-Velocity (EHV): A Hardware-Rooted Zero-Trust Runtime Enforcement Architecture for Agentic AI Systems