“AI personas are increasingly being used in the mental health field, such as for training and research.”

“日報が「作業ログ」や「ないせい（外部要因）」で止まる日は、壁打ち相手がいない日が多い”

“Our findings reveal that the best detector is highly dependant on the total number of faulty examples in the training dataset, with additional healthy examples offering insignificant benefits in most cases.”

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

“The combined SPHEREx + 7DS dataset significantly improves redshift estimation compared to using either the SPHEREx or 7DS datasets alone, highlighting the synergy between the two surveys.”

“The paper proposes a model that outperforms two established baselines, DINO-WM and V-JEPA-2-AC, in both navigation and manipulation tasks.”

“The methodology works when the outliers lie outside the main data cloud as well as inside the data cloud.”

“DreamTacVLA outperforms state-of-the-art VLA baselines, achieving up to 95% success, highlighting the importance of understanding physical contact for robust, touch-aware robotic agents.”

“The paper proposes to use a standard reduced basis method (RBM) to construct this low-order rational function. Algorithmically, this procedure is an iterative greedy approach, where the greedy objective is evaluated through an error estimator that exploits the linearity of the frequency domain representation.”

“The Bayesian joint model consistently outperforms conventional two-stage approaches in terms of parameter estimation accuracy and predictive performance.”

“NEAT autonomously evolves both network topology and connection weights, enabling task-specific architectures without manual tuning.”

“Sisco reduces noiseless forward-predicted model data to 24% of its original volume on average.”

“The method demonstrated in this work opens up a new way to achieve fast, universal, and experiment-calibrated XANES prediction.”

“The model was able to successfully identify the uncertain regions in the simulated data and match the magnitude of the uncertainty. In real-case scenarios, the optimised model was not overconfident nor underconfident when estimating from test data: for example, for a 95% prediction interval, 95% of the true observations were inside the prediction interval.”

“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 a computationally-embedded perspective that represents an embedded agent as an automaton simulated within a universal (formal) computer.”

“The DOPO network faithfully reproduces the quantum critical behavior of the XY model.”

“SOFT enables the simulation of noisy quantum circuits containing non-Clifford gates at a scale not accessible with existing tools.”

“The paper proposes a unified pipeline for automated and scalable synthesis of simulated environments associated with high-difficulty but easily verifiable tasks; and an environment level RL algorithm that not only effectively mitigates user instability but also performs advantage estimation at the environment level, thereby improving training efficiency and stability.”

“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.”

“SwinCCIR effectively overcomes problems of conventional CC imaging, which are expected to be implemented in practical applications.”

“The system was tested in different simulated and real outdoor environments, obtaining results near 90% of coverage in the majority of experiments.”

“History shows unregulated tech is dangerous”

“The method employs a reverse SDE guided by a score model trained exclusively on random realizations of the primordial low $\ell$ B-mode angular power spectrum... effectively denoising and delensing the input.”

“The paper finds that the complexity of solving the Poisson equation can either increase or decrease with the Reynolds number, depending on the specific flow being simulated (e.g., Navier-Stokes turbulence vs. Burgers equation).”

“Together, they create an immersive facsimile of Epstein’s digital world.”

“SCAFusion achieves 90.93% mAP in simulated lunar environments, outperforming the baseline by 11.5%, with notable gains in detecting small meteor like obstacles.”

“QueryQuilt achieves 100% accuracy in identifying knowledge gaps among simulated students and 95% completeness when tested on real student-AI dialogue data.”

“The central finding validates the Interference Hypothesis: by leveraging quantum feature maps (Angle Embedding) and wave interference, the Quantum Router acts as a high-dimensional kernel method, enabling the modeling of complex, non-linear decision boundaries with superior parameter efficiency compared to its classical counterparts.”

“The GoT framework structures streaming predictions as an evolving graph, enabling a multimodal transformer to forecast the next speech act, generate concise justifications for its decisions, and dynamically refine its reasoning.”

“The study demonstrates that incorporating a phenomenological dissipation term into global heliospheric models helps to resolve the longstanding discrepancy between simulated and observed magnetic field profiles in the IHS.”

“adversarial training further enhances diversity, distributional alignment, and predictive validity.”

“Diffusion models have recently emerged as powerful learners for simulation-based inference (SBI), enabling fast and accurate estimation of latent parameters from simulated and real data.”

“The title suggests a focus on a specific type of CT reconstruction using advanced techniques.”

“The paper examines the diffusion of emotions.”

“The research suggests using LLM personas as a substitute for field experiments.”

“The paper introduces PRISM, a personality-driven multi-agent framework.”

“The research focuses on difficulty-aligned co-evolution between LLM agents and environment simulators.”

“The article's core focus is on transport coding and its impact on message delay.”

“The article likely details the framework's architecture, implementation, and experimental results.”

“The research focuses on bridging the gap between simulation and reality in subsurface radar-based sensing.”

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“MCP-SafetyBench is a benchmark for safety evaluation of Large Language Models with Real-World MCP Servers.”

“The study focuses on a dual-detector framework for robust AAV landing.”

“N/A (Article content is a summary of research, no direct quotes provided)”

“The paper leverages Sim2Real Reinforcement Learning techniques.”

“The study utilizes the Veo World Simulator.”

“The research focuses on evaluating LLMs on clinical pathways.”