arXiv:2608.16421v1 Announce Type: new Abstract: This paper presents an ontology-supported approach to tackle the complexity of the Robustness Validation…
Author: script
Think Inside the Chunk: RegulaRAG for Regulation-Compliant Scenario Generation using LLMs: A Case Study of UN Regulation No. 152
arXiv:2608.16394v1 Announce Type: new Abstract: Generating regulation-compliant test scenarios is essential for validating safety-critical automotive…
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence
arXiv:2608.16425v1 Announce Type: new Abstract: Parallel reasoning improves the accuracy and robustness of large reasoning models by exploring multiple…
A Policy Algebra for Trust-Preserving Agentic AI Execution
arXiv:2608.16402v1 Announce Type: new Abstract: Large language model-based agentic frameworks primarily optimize capability: whether an agent can reason,…
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Drive, Pack, Fly: The Travelling Thief Problem with Drone
arXiv:2608.16435v1 Announce Type: new Abstract: In collection operations, accumulating payload progressively slows the vehicle, imposing a cumulative…
AI News Brief Hourly Summary 2026-08-18 23h : 14 posts
14 posts published in the last hour 20:32AstronOS: A Unified Execution Model and Runtime for Long-Horizon Agentic Systems 20:32Process-Constituted Intelligence: A Shared Criterion for Humans and Machines 20:32What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics…
AstronOS: A Unified Execution Model and Runtime for Long-Horizon Agentic Systems
arXiv:2608.16381v1 Announce Type: new Abstract: Agentic systems often organize execution and state around a single conversation, model invocation, or…
Process-Constituted Intelligence: A Shared Criterion for Humans and Machines
arXiv:2608.16213v1 Announce Type: new Abstract: Intelligence is constituted by \textit{process} (iterative activity through which output emerges), not in…
What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics
arXiv:2608.16370v1 Announce Type: new Abstract: Task completion is the standard metric for evaluating context compression, yet it is incomplete:…