Apple made a significant announcement, strongly advocating for on-device AI through its newly introduced Apple Intelligence. This innovative approach emphasizes the integration of a ~3 billion parameter language model (LLM) on devices like Mac, iPhone, and iPad, leveraging fine-tuned LoRA adapters to perform specialized tasks. This model claims to outperform larger models, such as the… →
CONCLUSIONS: Our findings suggest that the CGRP-provocation model cannot be used to predict erenumab’s effectiveness. It remains uncertain whether this finding extends to other monoclonal antibodies targeting the CGRP ligand or to gepants.Trial Registration: The study was registered at ClinicalTrials.gov (NCT04592952). →
The study of evolution by natural selection at the molecular level has advanced significantly with the advent of genomic technologies. Traditionally, researchers have focused on observable traits like flowering time or growth. However, gene expression provides an intermediate phenotype that connects genomic data to these macroscopic traits, offering a deeper understanding of selection pressures. In… →
The vulnerability of AI systems, particularly large language models (LLMs) and multimodal models, to adversarial attacks can lead to harmful outputs. These models are designed to assist and provide helpful responses, but adversaries can manipulate them to produce undesirable or even dangerous outputs. The attacks exploit inherent weaknesses in the models, raising concerns about their… →
Large Language Models (LLMs) have become an essential tool in artificial intelligence, primarily due to their generative capabilities and ability to follow user instructions effectively. These features make LLMs ideal for developing chatbots that interact seamlessly with users. However, the text-based nature of LLMs has limited chatbots to text-only interactions. In recent years, significant efforts… →
China’s Kuaishou Technology has created a buzz in text-to-video generation with its groundbreaking Kling AI video model. This advanced text-to-video generation model is revolutionizing the industry by producing highly realistic videos from simple text prompts, setting a new benchmark in AI-driven video creation. High-Quality Video Generation Kling AI stands out for its ability to create… →
CONCLUSIONS: Increased SN-insular connectivity might modulate chronic pain perception and the management of negative emotions. Enhanced SN-sensorimotor connectivity could reflect improved body-awareness of painful sensations. Expanded cingulate cortex thickness might sustain improved cognitive processing of nociceptive information. Our findings unveil the therapeutic potential of mindfulness and the underlying neural mechanisms in CM-MOH patients. →
Omost is an innovative project designed to enhance the image generation capabilities of large language models (LLMs) by converting their coding proficiency into advanced image composition skills. Pronounced, “almost,” the name Omost symbolizes two key ideas: first, after using Omost, the image will be “almost” perfect; second, “O” stands for “omni” (multi-modal), and “most” signifies… →
Large Language Models (LLMs) have revolutionized Natural Language Processing (NLP), particularly in Question Answering (QA). However, hallucination remains a significant obstacle as LLMs may generate factually inaccurate or ungrounded responses. Studies reveal that even state-of-the-art models like GPT-4 struggle with accurately answering questions involving changing facts or less popular entities. Overcoming hallucinations is crucial for… →