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Extensible Tokenization: Revolutionizing Context Understanding in Large Language Models
A team from the Beijing Academy of AI and Gaoling School of AI at Renmin University introduced Extensible Tokenization, a breakthrough method expanding Large Language Models’ (LLMs) capacity without increasing their context windows. It addresses limitations in LLMs’ context size and maintains performance. The method enhances AI’s data analysis capabilities, representing a significant advancement in…
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This AI Paper from China Introduce InternLM-XComposer2: A Cutting-Edge Vision-Language Model Excelling in Free-Form Text-Image Composition and Comprehension
The development of AI has significantly advanced the integration of text and imagery, posing challenges in creating cohesive multi-modal outputs. Existing approaches struggle to balance language understanding and visual elements. Researchers from Shanghai AI Lab, Chinese University of Hong Kong, and SenseTime Group introduced InternLM-XComposer2, a model that excels in text-image composition and comprehension, setting…
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Memory and new controls for ChatGPT
ChatGPT is testing a feature where it can remember past conversations to improve future interactions. Users will have control over ChatGPT’s memory.
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Meet MouSi: A Novel PolyVisual System that Closely Mirrors the Complex and Multi-Dimensional Nature of Biological Visual Processing
Large vision-language models (VLMs) face challenges with visual components and long tokens, limiting their ability to interpret complex information. A new approach proposes using ensemble techniques to combine strengths of visual encoders and language models. Testing with six experts showed enhanced performance, especially with triple experts. This method can improve VLMs’ ability to handle complex…
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Decoding AI Cognition: Unveiling the Color Perception of Large Language Models through Cognitive Psychology Methods
A groundbreaking study explores GPT-4’s understanding of color using cognitive psychology methods. Princeton University and the University of Warwick researchers employed direct sampling and MCMC to interrogate GPT-4’s mental representations, yielding new insights and potential applications for AI research. This marks a shift towards behaviorally informed methodologies and paves the way for more interpretable AI…
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The upcoming Global Virtual MarTech Summit APAC
The Global Virtual MarTech Summit APAC on February 21, 2024, brings together 20+ industry leaders to delve into the latest MarTech strategies. With 450+ brands and 800+ attendees, it will offer 6 hours of intensive networking. Key topics include marketing strategies, customer experiences, and data integration. Register at the official summit website.
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The Global Virtual MarTech Summit EMEA 2024
The 2024 Global Virtual MarTech Summit is a virtual event taking place on February 21, 2024, for the EMEA track. It will feature industry leaders discussing AI & ML technology, full-funnel marketing, and talent acquisition. With 20+ thought leaders and sessions on customer journey, data-driven marketing, and content strategies, it promises an enriching experience. For…
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AI dominates Super Bowl commercials
The Super Bowl saw the domination of AI-themed commercials, reflecting the curiosity, inspiration, fear, and skepticism surrounding AI. Ads from Google, Microsoft, CrowdStrike, Etsy, Body Armor, and Despicable Me 4 highlighted various applications of AI, from emotional benefits to cyber protection and gift suggestion. The future of advertising seems to include more AI-generated content.
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Why insects navigate more efficiently than robots
Engineers are researching insect navigation to create energy-efficient robots.
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GPT-4V offers big benefits in clinical trial screening
Researchers from Brigham and Women’s Hospital, Harvard Medical School, and Mass General Brigham Personalized Medicine conducted a study to assess the potential of an AI model, GPT-4V with RAG, in processing medical records to identify clinical trial candidates. Results showed that the AI model, RECTIFIER, performed as well, and in some cases better, than human…