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Natural language processing

OpenAI Unveils a Prototype for SearchGPT: A Web Search Tool Powered by AI, Offering Instantaneous Information and Advanced AI Conversation Features.

OpenAI has recently revealed the development of SearchGPT, an innovative prototype utilizing the strengths of AI-based conversational models to revolutionize online searching. The tool's functionality is powered by real-time web data and offers fast, accurate, and contextually relevant responses based on conversational input. SearchGPT is currently in its testing phase and available for a limited user…

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Factory AI has unveiled ‘Code Droid’, a tool specially developed to improve and automate programming tasks through sophisticated self-reliant features: it has demonstrated its efficiency by scoring 19.27% on full SWE-bench and 31.67% on the lite version of SWE-bench.

Factory AI has unveiled Code Droid, a major innovation in artificial intelligence (AI) designed to streamline and expedite software development processes. As an autonomous AI tool, Code Droid is created to handle a multitude of coding duties based on natural language instructions, assimilating insights from multiple fields, including robotics, machine learning, and cognitive science. The key…

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Factory AI has launched Code Droid, an innovative tool meant to streamline and improve coding with sophisticated self-governing features. It boasts an impressive score of 19.27% on SWE-bench Full and 31.67% on SWE-bench Lite.

Factory AI has launched its state-of-the-art innovation, Code Droid. This artificial intelligence (AI) tool is designed to revolutionize software development by mechanizing and quickening the processes involved. Code Droid is essentially an autonomous system which carries out multiple coding tasks dependent on natural language directions. Its main objective is to automatize mundane programming operations, thus…

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Three inquiries: Understanding the essentials about audio deepfakes.

The recent misuse of audio deepfakes, including a robocall purporting to be Joe Biden in New Hampshire and spear-phishing campaigns, has prompted questions about the ethical considerations and potential benefits of this emerging technology. Nauman Dawalatabad, a postdoctoral researcher, discussed these concerns in a Q&A prepared for MIT News. According to Dawalatabad, the attempt to obscure…

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Three Inquiries: Essential Information on Audio Deepfakes You Should Understand

Audio deepfakes have recently been in the news, particularly in regards to their negative impacts, such as fraudulent robocalls pretending to be Joe Biden, encouraging people not to vote. These malicious uses could negatively affect political campaigns, financial markets, and lead to identity theft. However, Nauman Dawalatabad, a postdoc student at MIT, argues that deepfakes…

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Three Queries: Essential Information Regarding Deepfakes in the Audio Realm

Nauman Dawalatabad, a postdoctoral researcher discusses the concerns and potential benefits of audio deepfake technology in a Q&A with MIT News. He addresses ethical considerations regarding the concealment of a source speaker’s identity in audio deepfakes, noting that speech contains a wealth of sensitive personal information beyond identity and content, such as age, gender and…

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Three Inquiries: Essential Information on Audio Deepfakes You Should Know

Recently, an AI-generated robocall mimicking Joe Biden urged New Hampshire residents not to vote. Meanwhile, "spear-phishers" – phishing campaigns targeting specific people or groups – are using audio deepfakes to extract money. However, less attention has been paid to how audio deepfakes could positively impact society. Postdoctoral fellow Nauman Dawalatabad does just that in a…

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Three Queries: Essential Information on Audio Deepfakes You Should Understand

Audio deepfakes, or AI-generated audio, have lately been in the limelight due to harmful deception applied by ill-intentioned individuals. Cases such as robocalls impersonating political figures, spear-phishers tricking individuals into revealing personal information, and actors misusing technology to preserve their voices have surfaced in the media. While these negative instances have been widely publicized, MIT…

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Three Inquiries: Essential Information you must Understand about Audio Deepfakes.

In this Q&A article for MIT News, postdoc Nauman Dawalatabad discusses the ethical considerations, challenges, and positive impacts of audio deepfakes - the AI-generated audio that can mimic human voices. Recently, the technology has been misused causing public concern, for example, a robocall imitating Joe Biden’s voice instructed New Hampshire residents not to vote, while…

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Speed up NLP interpretation using ONNX Runtime on AWS Graviton processors

ONNX is an open-source machine learning framework, offering interoperability across various platforms. It collaborates with ONNX Runtime, the runtime engine for model inference and training. AWS Graviton3 processors are specifically tailored for machine learning tasks and support a series of instructions to optimize performance. The ONNX Runtime 1.17.0 release integrates some of these instructions, improving…

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