“These findings challenge the assumption of faithful style control in LLMs and highlight the need for multi-objective and more principled approaches to safe, targeted stylistic steering in conversational agents.”

“By leveraging skills, developers can efficiently handle large datasets.”

“"We take feature …" (The article is truncated so no full quote)”

“昨今の機械学習やLLMの発展の結果、ベクトル検索が多用されています。(Vector search is frequently used as a result of recent developments in machine learning and LLM.)”

“Marktechpost has released AI2025Dev, its 2025 analytics platform (available to AI Devs and Researchers without any signup or login) designed to convert the year’s AI activity into a queryable dataset spanning model releases, openness, training scale, benchmark performance, and ecosystem participants.”

“This performance disparity stems not from inherent model limitations but from a critical scarcity of high-quality training data.”

“"CamVidは、正式名称「Cambridge-driving Labeled Video Database」の略称で、自動運転やロボティクス分野におけるセマンティックセグメンテーション（画像のピクセル単位での意味分類）の研究・評価に用いられる標準的なベンチマークデータセッ..."”

“Assuming the article argues that AI 'slop' originates from human input: "The garbage in, garbage out principle applies directly to AI training."”

“Gemini 3.0 Pro Preview thought for over 4 minutes and still didn't give the correct move.”

“Our estimator can be trained without computing the autocovariance kernels and it can be parallelized to provide the estimates much faster than existing approaches.”

“MNIST（エムニスト）は、0から9までの手書き数字の画像データセットです。”

“SpaceTimePilot can independently alter the camera viewpoint and the motion sequence within the generative process, re-rendering the scene for continuous and arbitrary exploration across space and time.”

“OpenForecaster 8B matches much larger proprietary models, with our training improving the accuracy, calibration, and consistency of predictions.”

“The best-fitting mass density model is found to faithfully reproduce the observed dependence of orbital momenta on apparent separation.”

“The paper demonstrates the superiority of HaineiFRDM in defect restoration ability over existing open-source methods.”

“RAIR presents sufficient challenges even for GPT-5, which achieved the best performance.”

“The system automatically generates initial annotations, enables iterative model retraining, and incorporates data anonymization and domain adaptation techniques.”

“OneRec Foundation (1.7B and 8B), a family of models establishing new state-of-the-art (SOTA) results across all tasks in RecIF-Bench.”

“EchoVidia surpasses recent VT2A models by 40.7% in controllability and 12.5% in perceptual quality.”

“The dataset incorporates 12K tactile-enhanced episodes and 20K mobile manipulation trajectories.”

““...the first real-world large-scale multi-modal dataset for roadside-level 3D visual grounding.””

“The paper's key finding is that existing SOTA 3D semantic segmentation models (FPT, PTv3, OA-CNNs) show significant limitations when applied to the created post-disaster dataset.”

“Probes with a small supervisor model can achieve low calibration error and Brier Skill Score of approx 0.2 estimating edited lines on code generated by models many orders of magnitude larger.”

“Quintessence-like models ($w > -1$) show higher ISW amplitudes than phantom models ($w < -1$), consistent with enhanced late-time decay of gravitational potentials.”

“SeedFold outperforms AlphaFold3 on most protein-related tasks.”

“SenseNova-MARS achieves state-of-the-art performance on open-source search and fine-grained image understanding benchmarks. Specifically, on search-oriented benchmarks, SenseNova-MARS-8B scores 67.84 on MMSearch and 41.64 on HR-MMSearch, surpassing proprietary models such as Gemini-3-Flash and GPT-5.”

“DATAMASK achieves significant improvements of 3.2% on a 1.5B dense model and 1.9% on a 7B MoE model.”

“LAILA fills a critical need in Arabic AES research, supporting the development of robust scoring systems.”

“This is the first complete, publicly-available, and machine-readable record of Malaysia's electoral boundaries, and fills a critical gap in the country's electoral data infrastructure.”

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

“MeLeMaD outperforms state-of-the-art approaches, achieving accuracies of 98.04% on CIC-AndMal2020 and 99.97% on BODMAS.”

“GZ Evo includes 104M crowdsourced labels for 823k images from four telescopes.”

“ProGuard delivers a strong proactive moderation ability, improving OOD risk detection by 52.6% and OOD risk description by 64.8%.”

“The proposed approach achieves up to 16% relative improvement in accuracy and 20% in F1-score compared to standard self-detection methods and SelfCheckGPT.”

“The paper demonstrates that the LCV method provides a better-fit bandwidth parameter for tropical KDE, leading to improved accuracy and computational efficiency compared to nearest neighbor methods, as shown through simulations and empirical data analysis.”

“The paper introduces the Refined Aesthetic Description (RAD) dataset and the ArtQuant framework, achieving state-of-the-art performance while using fewer training epochs.”

“By leveraging large language models (LLMs) to generate additional training data, we improved performance and demonstrated that morph resolution significantly enhances live streaming regulation.”

“AVOID consists of a large set of unexpected road obstacles located along each path captured under various weather and time conditions.”

“LLMs generally exhibit a greater affinity for the original text's lexical choices and rhetorical structures, hence tend to be more extractive rather than abstractive in general, compared to humans.”

“The paper introduces the first specialized dataset for weak signal feature learning, containing 13,158 spectral samples, and proposes a dual-view representation and a PDVFN model.”

“Contrastive Learning (CL) induces a more robust feature space for sparse geometry, achieving superior retrieval performance particularly in the 5--10m range.”

“The OPoly26 dataset contains more than 6.57 million density functional theory (DFT) calculations on up to 360 atom clusters derived from polymeric systems.”

“LAM3C achieves higher performance than the previous self-supervised methods on indoor semantic and instance segmentation.”

“I need help collecting data which is partial AI and partially human written so I can finetune it, Any help is appreciated”

“FLOW is intended as a controlled experimental environment rather than a proxy for observed human populations, supporting exploratory analysis, methodological development, and benchmarking where real-world data are inaccessible.”

“AgentFact, an agent-based multimodal fact-checking framework designed to emulate the human verification workflow.”

“MUSON adopts a structured five-step Chain-of-Thought annotation consisting of perception, prediction, reasoning, action, and explanation, with explicit modeling of static physical constraints and a rationally balanced discrete action space.”

“Transformer models consistently outperform the ML and DL models for both MLE and SC tasks.”

“The skill of our distilled models scales with increasing synthetic training data, even when that data is orders of magnitude larger than ERA5. This represents the first demonstration that AI-generated synthetic training data can be used to scale long-range forecast skill.”

“OWLv2 models consistently performed better across different types of degradation.”