“Zunda-mon: "I was bored during the New Year, so I had ChatGPT summarize the search history of 2025!"”

“The UGI Leaderboard allows you to see which AI models are the most open, answering questions that others might refuse.”

“Baichuan-M3...is not responsible for simply generating conclusions, but is trained to actively collect key information, build medical reasoning paths, and continuously suppress hallucinations during the reasoning process. ”

“I am stunned at how intelligent it is for a 30b model.”

“But can you trust AI to get the information right?”

“2026年、AIエージェントはベンチャーだけでなく、大企業でも活用が進んでくることが想定されます。”

“The article mentions Udemy as an online learning platform offering video-based courses on skills like AI app development, presentation creation, and Git usage.”

“The paper initiates the study of EF orientations, mostly under the lens of parameterized complexity, presenting various tractable cases, hardness results, and parameterizations.”

“DarkEQA isolates the perception bottleneck by evaluating question answering from egocentric observations under controlled degradations, enabling attributable robustness analysis.”

“DARFT suppresses strong distractors and sharpens decision boundaries without additional supervision.”

“HaluNet delivers strong detection performance and favorable computational efficiency, with or without access to context, highlighting its potential for real time hallucination detection in LLM based QA systems.”

“The Dermatology Assessment Schema (DAS) is a novel expert-developed framework that systematically captures clinically meaningful dermatological features in a structured and standardized form.”

“LVLDrive achieves superior performance compared to vision-only counterparts across scene understanding, metric spatial perception, and reliable driving decision-making.”

“The paper introduces evidence tokens for evidence grounding, which emphasize event-level visual semantic capture beyond the focus on timestamp representation.”

“The LLM often generates incorrect answers instead of declining to respond, which constitutes a major source of error.”

“The author wants to automatically evaluate whether search results provide the basis for answering questions using an LLM.”

“既存のLLMが「答えてはいけない状態でも答えてしまう」問題を、構造的に「不能（Fa...”

“T3LLM achieves state-of-the-art performance over strong LLM-based baselines.”

“The system populates Highway-Rail Grade Crossing Incident Data (Form 57) from news in real time.”

“既存のLLMが「答えてはいけない状態でも答えてしまう」問題を、構造的に「不能（Fail-Closed）」として扱うための設計原理を...”

“By officially releasing these datasets with thorough documentation, we aim to contribute a reusable, extensible resource for the research community, enabling future work in QA, reasoning, and knowledge-driven applications in the scholarly domain.”

“The paper establishes a near-optimal structural characterization of the vectors w and v under the assumption that the concentration probability is polynomially large. It also shows that if both w and v have distinct entries, then sup_x P(S_π=x) ≤ n^{-5/2+o(1)}.”

“本データセットは、総務省のポータルサイト e-Gov などで公開されている法令文書などを参照した質問・回答ペアをまとめたデータセットであり、全ての質問が a ~ d の4択式の問題で構成されています。”

“The research is sourced from ArXiv, indicating a potential for further peer review and validation.”

“The research introduces the ViSignVQA dataset.”

“The article likely discusses a method to extend the visual context available to MLLMs.”

“”

“The research likely explores methods to detect when a natural language question cannot be translated into a valid SQL query.”

“The article likely discusses the dataset's size, composition, and potential applications in medical AI.”

“”

“”

“The study evaluates question answering in Glycobiology.”

“The paper likely introduces a new method or model called RFKG-CoT that combines relation-driven adaptive hop-count selection and few-shot path guidance.”

“HERBench is a benchmark for multi-evidence integration in Video Question Answering.”

“”

“The article focuses on three...”

“The article is sourced from ArXiv.”

“”

“The research focuses on an open and reproducible deep research agent.”

“”

“The article likely discusses the dataset's creation, characteristics, and potential uses for training and evaluating VQA models.”

“”

“The paper focuses on Cooperative Retrieval-Augmented Generation.”

“”

“PARAN is a Persona-Augmented Review ANswering system on Food Delivery Review Dataset.”

“”

“MedBioRAG utilizes Semantic Search and Retrieval-Augmented Generation with Large Language Models.”

“The article's core focus is on rethinking Chain-of-Thought reasoning for video analysis tasks.”

“HLTCOE Evaluation Team will participate in the VQA Track.”

“”