Technology
Browse the latest news from sources around the world.
Forecasting Future Behavior as a Learning Task
arXiv:2606.11445v1 Announce Type: new Abstract: Trust in an AI system is often anchored by explanations of how it...
Search Discipline for Long-Horizon Research Agents
arXiv:2606.11522v1 Announce Type: new Abstract: Autoresearch agents now propose, evaluate, and select scientific...
SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior
arXiv:2606.11543v1 Announce Type: new Abstract: Agent Skills augment large language model (LLM) agents with procedural...
HERO: Hindsight-Enhanced Reflection from Environment Observations for Agentic Self-Distillation
arXiv:2606.11559v1 Announce Type: new Abstract: Reinforcement learning typically improves multi-turn agent...
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning
arXiv:2606.11634v1 Announce Type: new Abstract: The rapid progress of reasoning and agentic large language models...
Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents
arXiv:2606.11680v1 Announce Type: new Abstract: Large language model (LLM) agents struggle with long-horizon tasks due...
Mind the Perspective: Let's Reason Recursively for Theory of Mind
arXiv:2606.11724v1 Announce Type: new Abstract: Theory of Mind (ToM) reasoning requires inferring agents' beliefs from...
When Do Data-Driven Systems Exhibit the Capability to Infer?
arXiv:2606.11769v1 Announce Type: new Abstract: The European AI Act is the first comprehensive regulation of...
SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning
arXiv:2606.11770v1 Announce Type: new Abstract: Spatial reasoning remains a challenge for Multimodal Large Language...
Toward Trustworthy AI: Multi-Target Adversarial Attacks and Robust Defenses for Continuous Data Summarization
arXiv:2606.11804v1 Announce Type: new Abstract: Trustworthy AI requires reliable data-processing pipelines, not only...
StatefulDiscovery: Evidence-Calibrated Claim Formation in Open-Ended Scientific Discovery
arXiv:2606.11851v1 Announce Type: new Abstract: Open-ended scientific discovery asks agents to move beyond executing...
The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning
arXiv:2606.11918v1 Announce Type: new Abstract: Current Large Reasoning Models (LRMs) exhibit remarkable general...
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- Ahead of AI
- Ars Technica AI