“Google introduced Gemini Personal Intelligence, an opt-in feature that lets Gemini reason across Gmail, Photos, YouTube history, and Search with privacy-focused controls.”

“当家居不再只是物件，而是可感知的生活伙伴，品牌如何才能真正走进用户的情感深处？”

“"Which layer of the problem are you trying to solve?"”

“The paper introduces the first Machine in Machine Learning (M1) as the underlying platform enabling today's LLM-based Agentic AI, and the second Machine in Machine Learning (M2) as the architectural prerequisite for holistic, production-grade B2B transformation.”

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

“The paper's core contribution is the multi-objective optimization framework using NSGA-II to generate a Pareto front of trade-off solutions, allowing for a balanced compromise between competing fairness criteria.”

“The molecular design of panchromatic photovoltaic materials should move beyond molecular-level optimization toward synergistic tuning among molecules, semiconductors, and electrolytes or active-layer materials, thereby providing concrete conceptual guidance for achieving efficiency optimization rather than simple spectral maximization.”

“The paper introduces a Physics-Aware Groupwise Direct Preference Optimization (PhyGDPO) framework that builds upon the groupwise Plackett-Luce probabilistic model to capture holistic preferences beyond pairwise comparisons.”

“By leveraging the Model Context Protocol (MCP), we will enable a wide range of AI tools to "warm-start" with durable context and achieve continual, long-term personalization.”

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

“HY-MT1.5-1.8B demonstrates remarkable parameter efficiency, comprehensively outperforming significantly larger open-source baselines and mainstream commercial APIs.”

“Holi-DETR explicitly incorporates three types of contextual information: (1) the co-occurrence probability between fashion items, (2) the relative position and size based on inter-item spatial arrangements, and (3) the spatial relationships between items and human body key-points.”

“The paper highlights the integration of machine learning, digital twins, and large language models to enable intelligent battery management systems.”

“TimePerceiver is a unified encoder-decoder forecasting framework that is tightly aligned with an effective training strategy.”

“"Propositional Knowledge: scientific principles" and "Prescriptive Knowledge: technical recipes"”

“Semantic Scene Completion (SSC) is crucial for 3D perception in mobile robotics, as it enables holistic scene understanding by jointly estimating dense volumetric occupancy and per-voxel semantics.”

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“HARBOR is a Holistic Adaptive Risk assessment model for BehaviORal healthcare.”

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“The study evaluates state-of-the-art LLMs for code generation.”

“UmniBench is a Unified Understand and Generation Model Oriented Omni-dimensional Benchmark.”

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“The source is ArXiv, indicating a research-based analysis.”

“The context indicates the source is ArXiv, a repository for research papers.”

“The research is sourced from ArXiv.”

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“The article's source is ArXiv, indicating a research-based focus.”

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“The article likely discusses the importance of integrating social considerations (e.g., ethical implications, societal impact) with the technical aspects of AI systems in risk assessments.”

“The article's focus is on data quality control and DataOps management within regulated environments.”

“Shrinking AI for your phone is no simple matter.”

“Without the full text, it's impossible to provide a specific quote. However, the paper likely contains technical details on the proposed alignment methods, discussions on the challenges of value alignment, and potentially case studies or experimental results.”

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“Targeted bias reduction can exacerbate unmitigated LLM biases.”

“Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples”

“If you're measuring how well your system performs against the world economy, it's probably because you expect to deploy your system into the entire world economy”

“Further details about the HELMET framework's specific evaluation criteria are needed to provide a more in-depth analysis.”

“Foerster champions open-source AI for responsible, decentralised development.”

“Plus: OpenAI and Google are doing some stuff next week.”

“No direct quote available from the provided text.”

“The article doesn't contain a direct quote.”

“The article doesn't contain a direct quote, but the core idea is the need for a systems-level approach to fairness.”

“The article doesn't contain a specific quote, but rather a description of the conversation.”

“This leads us into a really interesting discussion about problem formulation and selecting the right objective function for a given problem.”