arXiv:2609.10092v1 Announce Type: new Abstract: Large language models (LLMs) increasingly act as research agents, yet their ability to track shifts in…
Tag: AI
Reference-Based Bias Detection in LLMs via Relative Representations of Hidden States
arXiv:2609.10060v1 Announce Type: new Abstract: Existing bias auditing methods typically rely on model outputs, requiring costly benchmarks or judge…
Belief-State Engine: Augmenting LLMs for Principled Planning Under Partial Observability
arXiv:2609.10036v1 Announce Type: new Abstract: Large language model agents produce fluent action sequences across a wide range of tasks, yet they fail in…
Structural Process Supervision for Latent Chain-of-Thought Reasoning
arXiv:2609.09928v1 Announce Type: new Abstract: Latent reasoning approaches enhance token-level efficiency and robustness by replacing verbose, explicit…
Grounded Evaluation and Repair for NL-to-PDDL Problem Generation
arXiv:2609.09898v1 Announce Type: new Abstract: Large Language Models (LLMs) have shown promise for translating Natural Language (NL) planning…
AgentAudit: An Open, Extensible Framework for Full-Lifecycle Trust Evaluation of AI Agents
arXiv:2609.09875v1 Announce Type: new Abstract: Existing evaluation frameworks mostly assess only one part of AI agents, such as task completion…
Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications
arXiv:2609.09885v1 Announce Type: new Abstract: This paper studies unmanned aerial vehicle (UAV)-mouted reconfigurable intelligent surface (RIS)-assisted…
Cohere Releases North Small Translate: A 218B MoE Translation Model That Scores 83.6 on WMT26 Across 50 Languages
Cohere has released North Small Translate, an open-weight Mixture-of-Experts model built for machine translation across 50 languages. It uses 25B of its…
Time-Frequency Geometric Cross-Attention for Chunked Vision-Language-Action Models
arXiv:2609.09925v1 Announce Type: new Abstract: Modern vision-language-action (VLA) policies predict a whole chunk of actions: one to two seconds of…
Sakana AI Launches Fugu Max and Fugu Ultra v2 for Cheaper, Stronger Multi-Agent Orchestration
Sakana AI has released Fugu Max and Fugu Ultra v2, 2 models built on the same learned orchestration architecture. Fugu Max routes tasks to lean open and…