AI 업계의 최신 소식을 빠르게 확인하세요.
arXiv:2603.12287v1 Announce Type: new Abstract: We address the problem of transforming raw vessel trajectory data collected from AIS into structured and semantically enriched representations interpretable by humans and directly usable by machine reasoning systems.
arXiv:2603.12372v1 Announce Type: new Abstract: Large Reasoning Models LRMs have shown remarkable reasoning capabilities, yet they often suffer from overthinking, expending redundant computational steps on simple problems, or underthinking, failing to explore sufficient reasoning paths despite...
arXiv:2603.12483v1 Announce Type: new Abstract: Across many domains e.g., IoT, observability, telecommunications, cybersecurity, there is an emerging adoption of conversational data analysis agents that enable users to "talk to your data" to extract insights.
arXiv:2603.12710v1 Announce Type: new Abstract: Developing autonomous agents for webbased tasks is a core challenge in AI. While Large Language Model LLM agents can interpret complex user requests, they often operate as black boxes, making it difficult to diagnose why they fail or how they plan.
arXiv:2603.12733v1 Announce Type: new Abstract: Catastrophic failures of marine engines imply severe loss of functionality and destroy or damage the systems irreversibly. Being sudden and often unpredictable events, they pose a severe threat to navigation, crew, and passengers.
arXiv:2603.12740v1 Announce Type: new Abstract: Large Language Model LLM agents are increasingly applied to complex, multistep tasks that require interaction with diverse external tools across various domains.
arXiv:2603.12755v1 Announce Type: new Abstract: Largescale models are typically adapted to meet the diverse requirements of model owners and users. However, maintaining multiple specialized versions of the model is inefficient.
arXiv:2603.12813v1 Announce Type: new Abstract: Agentic AI systems integrating large language models LLMs with reasoning and tooluse capabilities are transforming various domains in particular, software development.
arXiv:2603.12926v1 Announce Type: new Abstract: The ODRL language has become the standard for representing policies and regulations for digital rights.
arXiv:2603.12933v1 Announce Type: new Abstract: Large Language Model LLMdriven MultiAgent Systems MAS have demonstrated strong capability in complex reasoning and tool use, and heterogeneous agent pools further broaden the qualitycost tradeoff space.
Google and Accel say about 70% of AI startup pitches tied to India were "wrappers" as they reviewed more than 4,000 applications for their Atoms cohort.
A deep dive into why Codex Security doesn’t rely on traditional SAST, instead using AIdriven constraint reasoning and validation to find real vulnerabilities with fewer false positives.