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AWS AI services enhanced with FM-powered capabilities
AWS has announced updates to its AI services, including language support and summarization capabilities. Amazon Transcribe now supports over 100 languages, improving accuracy and adding features like automatic punctuation and speaker diarization. Amazon Transcribe Call Analytics offers generative AI-powered call summarization, saving time for agents and managers. Amazon Personalize introduces the Content Generator, allowing companies…
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Unpacking the hype around OpenAI’s rumored new Q* model
OpenAI’s recent CEO ousting has generated speculation about a supposed AI breakthrough, revealing a new powerful model called Q* capable of solving grade-school math. Experts note that while AI models struggle with math problems, solving them would be a significant development. However, this does not signify the birth of superintelligence or pose an immediate threat.…
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This AI Paper Introduces ‘Lightning Cat’: A Deep Learning Based Tool for Smart Contracts Vulnerabilities Detection
Researchers from Salus Security have introduced an AI solution called “Lightning Cat” that uses deep learning techniques to detect vulnerabilities in smart contracts. The solution utilizes optimized deep learning models, including CodeBERT, LSTM, and CNN, to accurately identify vulnerabilities and improve semantic analysis. Experimental results show that the Optimized-CodeBERT model achieves impressive performance in vulnerability…
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Global Collaboration for Secure AI: U.S., U.K., and 18 Countries Unveil New Guidelines
The United States, United Kingdom, and 16 other partners have released comprehensive guidelines for developing secure artificial intelligence systems. Led by the U.S. Cybersecurity and Infrastructure Security Agency (CISA) and the UK’s National Cyber Security Centre (NCSC), the guidelines prioritize a ‘secure by design’ approach, covering all stages of AI system development. The guidelines also…
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Google Bard Can Now Summarize Youtube Videos For You
Google’s Chatbot ‘Bard’ has introduced a groundbreaking “YouTube Extension” that allows users to extract specific details from YouTube videos by asking questions. This advancement showcases Bard’s ability to comprehend visual media, improving user engagement. Bard was found to be accurate and swift in summarizing video content, setting it apart from other chatbots in the AI…
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ByteDance Introduces PixelDance: A Novel Video Generation Approach based on Diffusion Models that Incorporates Image Instructions with Text Instructions
Researchers from ByteDance have introduced PixelDance, a video generation approach that combines text and image instructions to create complex and diverse videos. The system excels in synthesizing videos with intricate settings and actions, surpassing existing models. It integrates diffusion models and Variational Autoencoders and outperforms previous models in terms of video quality. While the model…
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Researchers use synthetic data to train AI image classifier
MIT researchers have developed a method called StableRep to address the scarcity of training data for AI image classifiers. They used a strategy called “multi-positive contrastive learning” to generate synthetic images that match a given text prompt. The resulting image classifier, StableRep+, outperformed models trained on real images. While there are challenges such as computation…
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Researchers from China Introduce Video-LLaVA: A Simple but Powerful Large Visual-Language Baseline Model
Researchers from Peking University, Peng Cheng Laboratory, Peking University Shenzhen Graduate School, and Sun Yat-sen University have introduced Video-LLaVA, a Large Vision-Language Model (LVLM) approach that unifies visual representation into the language feature space. Video-LLaVA surpasses benchmarks in image question-answering and video understanding, outperforming existing models and showcasing improved multi-modal interaction learning. The model aligns…
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New method uses crowdsourced feedback to help train robots
Researchers from MIT, Harvard University, and the University of Washington have developed a new approach to reinforcement learning that leverages feedback from nonexpert users to teach AI agents specific tasks. Unlike other methods, this approach enables the agent to learn more quickly despite the noisy and potentially inaccurate feedback. The method has the potential to…
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Elevate your self-service assistants with new generative AI features in Amazon Lex
Generative AI is revolutionizing the conversational AI industry by enabling more natural and intelligent interactions. Amazon Lex has introduced new features that take advantage of these advances, such as conversational FAQs, descriptive bot building, assisted slot resolution, and training utterance generation. These features make it easier for developers to build chatbots that provide personalized customer…