arXiv:2608.13048v1 Announce Type: new Abstract: In this work, we introduce DMDIntel which uses dynamic mode decomposition (DMD) to make the predictions…
Moose: Latent concept learning with reasoning-shortcut awareness in $\mathcal{EL}^{++}$
arXiv:2608.12961v1 Announce Type: new Abstract: The OWL 2 EL profile is used in some of the largest production ontologies, including the Gene Ontology and…
Polish Medical Visual Question Answering: Vision-Language Models Underutilize Visual Evidence
arXiv:2608.12928v1 Announce Type: new Abstract: We introduce a Polish-language medical visual question answering (VQA) benchmark, built from Polish Board…
Decomposition of Evidence, Contradiction, and Fragility in Perturbation Responses
arXiv:2608.12935v1 Announce Type: new Abstract: Perturbation methods explain model decisions by measuring prediction changes under altered inputs, but…
Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence
arXiv:2608.12895v1 Announce Type: new Abstract: Compositional reliability bounds for multi-agent systems multiply component reliabilities, a step licensed…
Cisco Books $4B in Quarterly AI Orders as Networking Supercycle Lifts FY2027 Outlook
Cisco took $4 billion in AI infrastructure orders from hyperscalers in the fourth quarter of its fiscal 2026, the company reported on August 12, 2026,…
FlashDrive: Flash Vision-Language-Action Inference for Autonomous Driving
arXiv:2608.12932v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models promise to bring end-to-end reasoning to autonomous driving, but their…
AI News Brief Hourly Summary 2026-08-14 10h : 11 posts
11 posts were published in the last hour 7:32 : Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent Trajectories 7:32 : AI and Consumer Rights in India Working Paper 7:32 : Predictive Memory Localization: Forecasting Selective Intervention Paths from Internal Signals…
Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent Trajectories
arXiv:2608.12847v1 Announce Type: new Abstract: Retrieval can identify a past trajectory that may matter, yet it does not specify how an acting agent…
AI and Consumer Rights in India Working Paper
arXiv:2608.12863v1 Announce Type: new Abstract: As AI systems proliferate in consumer facing applications, questions about liability for AI related harms…
Predictive Memory Localization: Forecasting Selective Intervention Paths from Internal Signals
arXiv:2608.12892v1 Announce Type: new Abstract: Activation steering turns localized representations into control directions, but localization alone does…
ReflectFact: Self-Reflective Agents for Improving Comprehension and Reasoning in Multi-Hop Fact Verification
arXiv:2608.12877v1 Announce Type: new Abstract: Multi-hop fact verification, which verifies claims by reasoning over multiple pieces of evidence, is…
Amazon will train on Twitch streamers’ content by default, unless they opt out
“If this was opt-in, nobody would opt in,” Twitch CPO Mike Minton said on a livestream responding to user feedback. “That’s honestly the answer.”
Practice Makes Unsafe: Skill Misevolution in Self-Improving LLM Agents
arXiv:2608.12851v1 Announce Type: new Abstract: Self-improving LLM agents convert successful trajectories into persistent cross-task state. An unsafe…
Correct Is Not Governed: Provenance Integrity in Agentic Workflows
arXiv:2608.12761v1 Announce Type: new Abstract: Agentic workflows are commonly evaluated by whether they reach the correct outcome. That is insufficient…
Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence
arXiv:2608.12743v1 Announce Type: new Abstract: Spatial intelligence is becoming a foundation for embodied agents, robotic planning, and multimodal…
CABS+: Efficient and Scalable Model Merging via Conflict-Aware Sparsification and Adaptive Weight Allocation
arXiv:2608.12842v1 Announce Type: new Abstract: Model merging has recently attracted significant attention as a promising paradigm for constructing…
ARAC: Benchmarking Auto-Research’s Alignment and Completeness on End-to-End Researchs
arXiv:2608.12788v1 Announce Type: new Abstract: The rapid advancement of Auto-Research has surfaced a fundamental evaluation challenge: how can we measure…