arXiv:2608.08022v1 Announce Type: new Abstract: Recent incidents involving Artificial Intelligence (AI) agents, which were reported escaping their…
Category: AI
Self-Evolving Neuro-Symbolic Skills for Tool-Augmented Spatial Reasoning
arXiv:2608.07955v1 Announce Type: new Abstract: Large vision-language models have achieved strong performance in multimodal reasoning, but they remain…
Guixu: Valuation-Driven Data Discovery for Autonomous AI Agents with On-Chain Attestation
arXiv:2608.07949v1 Announce Type: new Abstract: Autonomous agents increasingly rely on external data to complete downstream tasks such as model training…
SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning
arXiv:2608.07959v1 Announce Type: new Abstract: Ultra-long egocentric video understanding requires reasoning over temporally sparse evidence distributed…
KGCache: Amortized Subgraph Retrieval for KG Reasoning with LLMs
arXiv:2608.07954v1 Announce Type: new Abstract: Large language models can answer knowledge-intensive questions more reliably when they are grounded with…
Anthropic watermarks all Claude outputs globally with marks that “may persist through some editing”
Anthropic will embed invisible watermarks in all Claude-generated text and sign files using the C2PA standard. New models shipping from August 2026 onward…
Directed Neuro-Symbolic Stochastic Execution for Verification of Distributed Parallel AI Programs
arXiv:2608.07947v1 Announce Type: new Abstract: Distributed parallel Artificial Intelligence (AI) programs expose reliability gaps that conventional…
Locating Failure in Multi-Page Visually Rich Document Understanding: An Empirical Attribution
arXiv:2608.07943v1 Announce Type: new Abstract: Multi-page visually-rich document understanding (MP-VRDU) requires managing evidence that is sparse,…
REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment
arXiv:2608.07931v1 Announce Type: new Abstract: Large reasoning models (LRMs) are prone to hallucination, which undermines their reliability and poses…
TongGuOCR: A Layout-Aware and Token-Augmented OCR Framework for Chinese Historical Documents
arXiv:2608.07917v1 Announce Type: new Abstract: Chinese historical documents preserve valuable cultural heritage, but many collections remain accessible…