“AI Agent が業務システムに入り始めたことで、これまで暗黙のうちに成立していた「認可の置き場所」に関する前提が、静かに崩れつつあります。”

“The core issue isn't the authorization mechanisms themselves (RBAC, ABAC, ReBAC) but their placement within the workflow.”

“AODDiff inherently enables uncertainty quantification via multiple sampling, offering critical confidence metrics for downstream applications.”

“Sensor-only detection outperforms full fusion by 8.3 percentage points (93.08% vs. 84.79% F1-score), challenging the assumption that additional modalities invariably improve performance.”

“The article quotes the founder, Su Wen, emphasizing the importance of building their own models and the unique approach of AutoCoder.cc, which doesn't provide code directly, focusing instead on deployment.”

“DLCM reallocates roughly one-third of inference compute into a higher-capacity reasoning backbone, achieving a +2.69% average improvement across 12 zero-shot benchmarks under matched inference FLOPs.”

“The paper introduces Embodied Reasoning Intelligence Quotient (ERIQ), a large-scale embodied reasoning benchmark in robotic manipulation, and FACT, a flow-matching-based action tokenizer.”

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

“Random multiplexing achieves statistical fading-channel ergodicity for transmitted signals by constructing an equivalent input-isotropic channel matrix in the random transform domain.”

“The proposed loss introduces learnable class prototypes and equilibrates gradients contributed by different classes at each hierarchical level, ensuring that each hierarchical class contributes equally to the loss computation in every mini-batch.”

“The method produces higher-quality images at novel extrapolated viewpoints compared with baselines.”

“NestBrowse introduces a minimal and complete browser-action framework that decouples interaction control from page exploration through a nested structure.”

“ThinkGen employs a decoupled architecture comprising a pretrained MLLM and a Diffusion Transformer (DiT), wherein the MLLM generates tailored instructions based on user intent, and DiT produces high-quality images guided by these instructions.”

“The paper highlights the trade-offs between fine-grained expressive adaptation and system-wide control when using different approaches.”

“The adoption of a layered warmness criterion decouples model selection from cosmological observables, thereby enhancing analytical transparency.”

“I've been trying to decouple memory from compute to prep for the Blackwell/RTX 5090 architecture. Surprisingly, I managed to get it running with 262k context on just ~12GB VRAM and 1.41M tok/s throughput.”

“The bidirectional constraint makes visual predictions executable and keeps decisions grounded in physically consistent, task-relevant futures, mitigating cumulative errors common in decoupled 'envision-then-plan' pipelines.”

“The paper is available on ArXiv.”

“The research focuses on reasoning segmentation in remote sensing.”

“JEPA-Reasoner decouples latent reasoning from token generation.”

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“Factorized Video Generation: Decoupling Scene Construction and Temporal Synthesis in Text-to-Video Diffusion Models”

“CoDA is a context-decoupled hierarchical agent with reinforcement learning.”

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“SceneMaker leverages decoupled de-occlusion and pose estimation models.”

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“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.”

“The study likely investigates how to decouple energy accuracy from structural exploration within the context of nanoparticle simulations.”

“DualVLA builds a generalizable embodied agent via partial decoupling of reasoning and action.”

“The framework's core idea is to provide explanations.”