“These findings suggest that simply watching AI reasoning is not enough to catch hidden influences.”

“The paper establishes a complete classification for fermionic symmetry protected topological phases (FSPT) with purely discrete internal symmetries, which determines the crystalline case via the crystalline equivalence principle.”

“The paper constructs a general effective field theory (EFT) framework for neutrino-dark matter (DM) interactions and systematically finds all possible gauge-invariant ultraviolet (UV) completions.”

“Data synthesis is the most effective technique for improving functional correctness and reducing code smells.”

“Compact stars within 4DEGB gravity are systematically less compact and achieve moderately higher maximum masses compared to the GR case.”

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

“LLMs appear to compress the diversity of American climate opinions, predicting less-concerned groups as more concerned and vice versa. This compression is intersectional: LLMs apply uniform gender assumptions that match reality for White and Hispanic Americans but misrepresent Black Americans, where actual gender patterns differ.”

“The paper describes how to construct a spanning set of linearly-independent, automatically orthogonal colour tensors for scattering amplitudes involving coloured particles transforming under arbitrary representations of any gauge theory.”

“The evaluation protocol jointly measures average accuracy, average cost, and throughput, and builds a ranking score from the harmonic mean of normalized cost and accuracy to enable comparison across router configurations and cost budgets.”

“The paper reveals that existing IMDL models, while performing well in their original settings, exhibit systemic failures and significant performance degradation when evaluated under the designed protocols that simulate real-world generalization scenarios.”

“The NPRG approach allows one, in principle, to take into account all nonlinearities present in the elastic theory, in contrast to the SCSA treatment which requires, already at the formal level, significant simplifications.”

“The paper systematically synthesizes interdisciplinary knowledge of memory, connecting insights from cognitive neuroscience with LLM-driven agents.”

“LatentNN reduces attenuation bias across a range of signal-to-noise ratios where standard neural networks show large bias.”

“By systematically varying pulse parameters, we demonstrate that both chirp and pulse duration modulate vibrational coherence and alter branching between competing pathways, leading to controlled changes in quantum yield.”

“The paper focuses on the 'Abstraction of Trusted Execution Environments' which is identified as a missing layer.”

“”

“The luminosity ratios of aliphatic to aromatic hydrocarbons ($L_{ali}/L_{aro}$) in the sample galaxies show considerably large variations, systematically decreasing with $L_{IR}$ and $L_{Brα}$.”

“The framework systematically generates realistic magnetic configurations without requiring any experimental input or prior assumptions such as propagation vectors.”

“The paper demonstrates that only a small fraction of latent features are actively used in each layer, and that the geometric properties of the model's feature manifold vary systematically with different types of deepfake artifacts.”

“The PHIBP's architecture, grounded in the concept of absolute abundance, systematically borrows statistical strength from related regions and circumvents the known sensitivities of relative-rate methods to zero counts.”

“demonstrate how to optimize large language model (LLM) inference on Amazon SageMaker AI using BentoML's LLM-Optimizer”

“We propose an agentic framework that systematically decomposes complex oncology data extraction into modular, adaptive tasks.”

“We leverage interpolative decoding, representing each dimension of personality as a pair of opposed prompts and employing an interpolation parameter to simulate behavior along the dimension.”

“The article's core focus is on enhancing the robustness of cyber-physical systems through structured knowledge representation.”

“”

“The article is sourced from ArXiv, indicating it's a pre-print or working paper.”

“Systematically evaluating the factuality of large language models.”

“”

“CrossCheck-Bench is a new benchmark for diagnosing compositional failures in multimodal conflict resolution.”