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Cache-to-Cache(C2C): Direct Semantic Communication Between Large Language Models via KV-Cache Fusion
Cache-to-Cache (C2C): Direct Semantic Communication Between Large Language Models via KV-Cache Fusion Understanding the Target Audience The target audience for the Cache-to-Cache (C2C) communication paradigm primarily consists of AI researchers, data scientists, and business managers involved in AI deployment. These individuals are typically looking to enhance the efficiency and effectiveness of multi-large language model (LLM)… →
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Hybrid Work Is Not the Problem — Poor Leadership Is
Alice Mollon / Ikon Images “My CEO just came back from another CEO event, and he’s on a rampage about return-to-office.” The three of us coauthors hear a variation of this every week. The pattern is familiar: CEOs return from a peer gathering convinced that really getting everyone back to the office will solve productivity… →
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Group Cognitive Behavioral Therapy With Virtual Reality Exposure Versus In-Vivo Exposure for Social Anxiety Disorder and Agoraphobia: Underpowered Results From the SoREAL Pragmatic Randomized Clinical Trial
CONCLUSIONS: Due to insufficient recruitment and substantial missing data, no definitive conclusions can be drawn regarding group differences between VR-CBT and traditional CBT in group settings. The feasibility issues encountered suggest that careful consideration of the benefits and limitations of VR technology is essential before implementation in clinical practice. →
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How to Build Supervised AI Models When You Don’t Have Annotated Data
«`html How to Build Supervised AI Models When You Don’t Have Annotated Data One of the biggest challenges in real-world machine learning is that supervised models require labeled data—yet in many practical scenarios, the data you start with is almost always unlabeled. Manually annotating thousands of samples isn’t just slow; it’s expensive, tedious, and often… →
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Eppikajutsuto for Treatment of Lymphatic Malformations in Children: A Nonrandomized Clinical Trial
CONCLUSIONS AND RELEVANCE: In this nonrandomized clinical trial of children with LMs, eppikajutsuto was associated with a reduction in lesion volume and was well tolerated. Further studies, including randomized clinical trials, are warranted to confirm these findings. →
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Anyscale and NovaSky Team Releases SkyRL tx v0.1.0: Bringing Tinker Compatible Reinforcement Learning RL Engine To Local GPU Clusters
Anyscale and NovaSky Team Releases SkyRL tx v0.1.0: Bringing Tinker Compatible Reinforcement Learning RL Engine To Local GPU Clusters Understanding the Target Audience The target audience for the SkyRL tx v0.1.0 release primarily includes AI developers, data scientists, and machine learning engineers who are focused on reinforcement learning (RL) applications. These professionals are often working… →
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Proteins linked to type II interferon response in Sjögren’s disease: novel indicators for disease monitoring and predicting treatment response to leflunomide and hydroxychloroquine combination therapy
CONCLUSION: These data support a significant role for a type II IFN-associated immune response in SjD pathogenesis, which is targeted by LEF/HCQ. Proteins associated with type II IFN-driven immune responses hold potential to monitor disease activity and predict treatment response. →
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Comprehensive microbial and clinical profiling of functional constipation: A stratified comparative study of age and constipation subtype
CONCLUSION: Significant differences in microbial composition and function were observed across age groups and constipation subtypes in FC, suggesting underlying pathophysiological heterogeneity and providing a basis for precision diagnosis and treatment. →
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The anti-inflammatory effects of dexamethasone implants in eyes with heavy silicone oil: a prospective study on vitrectomy for diabetic retinopathy
CONCLUSION: To our knowledge, this first study of dexamethasone implants with HSO in PDR suggests intraoperative DEX may be a safe, potentially beneficial adjunct for diabetic TRD undergoing phacoemulsification plus vitrectomy with HSO, reducing inflammation and number of anti-VEGF injections over 3 months, and offering useful directions for future research in this preliminary prospective evaluation… →
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The effectiveness of symptom-oriented mind mapping combined with problem-based learning in critical care clerkships: a randomized controlled trial
CONCLUSION: The study demonstrated that the SOM-PBL approach significantly enhanced medical students’ knowledge integration and clinical decision-making efficiency during ICU clerkships. However, no significant improvement was observed in procedural skills. These findings offer both theoretical and practical value for innovating critical care medical education by effectively addressing knowledge fragmentation and bridging the theory-practice gaps. →
