“"Garbage In, Garbage Out" in the world of machine learning.”

“Article URL: https://epoch.ai/data-insights/us-vs-china-eci”

“Placing humans at the core, HCAI seeks to ensure that AI systems serve, augment, and empower humans rather than harm or replace them.”

“The key methodological innovation is that orthogonal complement projections completely eliminate cross-modal interference when estimating each loading space.”

“STAgent effectively preserves its general capabilities.”

“The number and basic structure of lower-limb synergies during running are relatively stable, whereas spatial muscle weightings and motor primitives are highly plastic and sensitive to task demands, fatigue, and pathology.”

“Localized shear propagated way beyond immediate neighbors and suppressed cellular migratory dynamics in stiffer layers.”

“For all \( n \geq \exp\exp(30.5) \), \( \mathrm{PD}_n \) is graphic.”

“The paper reveals a fine-grained taxonomy of 32 security issues and 24 solutions across four themes: (1) System and Software, (2) External Tools and Ecosystem, (3) Model, and (4) Data. It also highlights that challenges related to Models and Data often lack concrete solutions.”

“The study finds that a Binary Neutron Star (BNS) progenitor is favored for several GRBs, while for others, both BNS and Neutron Star-Black Hole (NSBH) scenarios are viable. The paper also provides insights into the KN emission parameters, such as the median wind mass.”

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“The error of approximation of the $2π$-periodic sawtooth function $(π-x)/2$, $0\leq x<2π$, by its $n$-th Fourier polynomial is shown to be bounded by arccot$((2n+1)\sin(x/2))$.”

“The Simple Baseline for Multimodal Learning (SimBaMM) often performs comparably to, and sometimes outperforms, more complex architectures.”

“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.”

“The VIE approach is a valuable methodological scaffold: It addresses SC-HDM and simpler models, but can also be adapted to more advanced ones.”

“Early cases were largely linked to travel to (or contact with travelers from) Hubei Province, while later transmission was increasingly associated with social activities.”

“Quantum errors can be modeled as deterministic physical terms rather than purely stochastic perturbations.”

“The paper finds that grand unification is possible in such models in the presence of moderately large brane kinetic terms.”

“A Random Forest classifier predicts injury severity with 67% accuracy, outperforming HSM SPF.”

“Long-term centrality exerts a significantly stronger effect on citation percentiles than short-term metrics, with closeness centrality and HCTCD emerging as the most potent predictors.”

“The paper summarizes key technical and methodological lessons learned and outlines five major unsolved challenges.”

“Supportive HR practices improve worker wellbeing, but their link to performance weakens in a murky middle where algorithmic oversight is present yet hard to interpret.”

“Are there known methodological practices to limit conversational adaptation in LLM-based qualitative analysis?”

“The article proposes a design study process model.”

“This establishes robust causal directionality inference as a key methodological advance for reliable quantum engineering.”

“PhysMaster couples absract reasoning with numerical computation and leverages LANDAU, the Layered Academic Data Universe, which preserves retrieved literature, curated prior knowledge, and validated methodological traces, enhancing decision reliability and stability.”

“The research focuses on using stationary information flows.”

“The research combines Cohen's Kappa and Semantic Similarity for qualitative research validation.”

“The paper introduces a new model, DARL, for predicting air temperature in geothermal heat exchangers.”

“The article is sourced from ArXiv.”

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“The article focuses on methodological advancement by integrating FDA and MR.”

“The research focuses on momentum-resolved spectral functions of super-moiré systems using tensor networks.”

“The article's abstract or introduction would contain the most relevant quote, but without access to the full text, a specific quote cannot be provided.”

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“The article's focus is on dynamics and heterogeneity within panel data analysis.”

“The paper originates from the COSEAL Research Network.”

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“The research focuses on cyber kill-chain inference using a Policy-Value Guided MDP-MCTS Framework.”

“The paper focuses on dataset construction guided by semiotic isotopy.”

“The article's focus is on improving the quantification of semantic uncertainty in Large Vision-Language Models (LVLMs) using Semantic Gaussian Processes.”

“The article's topic is about AI model selection and its role within research software engineering.”

“The article explores the application of multimodal LLMs in computational emotion analysis.”

“SeeNav-Agent enhances Vision-Language Navigation.”

“The article's focus is on utilizing AI for grading.”

“The study focuses on supervised fine-tuning of large language models for domain specific knowledge graph construction.”

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