Latest AI/ML News
26317 articles
arXiv:2610.08082v1 Announce Type: cross Abstract: LLM tool-use agents operate in dynamic environments where many actions carry operational risk. Howev…
arXiv:2610.08063v1 Announce Type: cross Abstract: This paper presents the HINTT system submitted to the 2nd Challenge and Workshop on Multilingual Con…
arXiv:2610.07987v1 Announce Type: cross Abstract: Multimodal large language models have become the dominant paradigm for visual understanding, but inc…
arXiv:2610.07948v1 Announce Type: cross Abstract: When using an LLM agent in a consequential domain, making an informed decision about whether to trus…
arXiv:2610.07832v1 Announce Type: cross Abstract: Large language models (LLMs) equipped with terminal access have demonstrated strong capabilities in…
arXiv:2610.07803v1 Announce Type: cross Abstract: Small reasoning models (SRMs) have shown strong performance on complex reasoning tasks by generating…
arXiv:2610.07715v1 Announce Type: cross Abstract: A memory system can retire an obsolete value and later restore it merely because the same old statem…
arXiv:2610.07657v1 Announce Type: cross Abstract: LLM-based multi-agent systems (MAS) engage tools, share memory, and delegate tasks, often encounteri…
arXiv:2610.07647v1 Announce Type: cross Abstract: Speech becomes less intelligible in noisy environments, and humans naturally adapt their voice to co…
arXiv:2610.07626v1 Announce Type: cross Abstract: Prosodic stress is a crucial aspect of automatic pronunciation assessment (APA), encompassing both s…
arXiv:2610.07580v1 Announce Type: cross Abstract: Aerospace electrical-design revisions can contain multiple genuine changes, although an engineering…
arXiv:2610.07535v1 Announce Type: cross Abstract: Multi-agent simulations with large language models (LLMs) often operate networks of agents with a si…
arXiv:2610.07532v1 Announce Type: cross Abstract: LLMs have advanced rapidly, raising growing concerns about their safety. Recent work has proposed ap…
arXiv:2610.07509v1 Announce Type: cross Abstract: Information elicitation is an open-ended information-seeking problem in which an interaction can unf…
arXiv:2610.07480v1 Announce Type: cross Abstract: Software-based legal assistance systems have leveraged many different forms of knowledge representat…
arXiv:2610.07459v1 Announce Type: cross Abstract: Organizations make claims about their AI agents: a person approves every external email, every actio…
arXiv:2610.07355v1 Announce Type: cross Abstract: Video world models track objects they can see; we ask what they keep of objects they cannot. We hide…
arXiv:2610.07339v1 Announce Type: cross Abstract: Tactical Combat Casualty Care (TC3) requires responders to connect visual observations of injuries a…
arXiv:2610.07327v1 Announce Type: cross Abstract: Agent tasks require sequences of interdependent decisions. Autoregressive models support more flexib…
arXiv:2610.07209v1 Announce Type: cross Abstract: Limited review teams must identify which emerging claims are likely to keep growing before their eve…