Deep learning

You Can Narrate Life Like Morgan Freeman With Augmented Voice

The Voicemod app now includes voices for rough approximations of Morgan Freeman, HAL-9000, and more.Screenshot: Voicemod I wanted to see how alike I could be to HAL-9000 in my own, ragged rendition of the song Daisy Bell. It turns out, I actually sound better as the vague approximation of the demented artificial intelligence from 2001: …

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Meta Open-Sources 175 Billion Parameter AI Language Model OPT

Meta AI Research released Open Pre-trained Transformer (OPT-175B), a 175B parameter AI language model. The model was trained on a dataset containing 180B tokens and exhibits performance comparable with GPT-3, while only requiring 1/7th GPT-3’s training carbon footprint. The release was announced in a blog post written by Meta researchers Susan Zhang, Mona Diab, and …

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Meta Open-Sources 175 Billion Parameter AI Language Model OPT

Meta AI Research released Open Pre-trained Transformer (OPT-175B), a 175B parameter AI language model. The model was trained on a dataset containing 180B tokens and exhibits performance comparable with GPT-3, while only requiring 1/7th GPT-3’s training carbon footprint. The release was announced in a blog post written by Meta researchers Susan Zhang, Mona Diab, and …

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Allen Institute for AI Open-Sources AI Model Inspection Tool LM-Debugger

The Allen Institute for AI (AI2) is an open-sourced LM-Debugger, an interactive tool for interpreting and controlling the output of language model (LM) predictions. LM-Debugger supports any HuggingFace GPT-2 model and allows users to intervene in the text generation process by dynamically modifying updates in the hidden layers of the model’s neural network. The release …

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What Is AI? Understanding The Real-World Impact Of Artificial Intelligence

Artificial intelligence is today’s most discussed and debated technology, generating widespread adulation and anxiety, and significant government and business interest and investments. But six years after DeepMind’s AlphaGo defeated a Go champion, countless research papers showing AI’s superior performance over humans in a variety of tasks, and numerous surveys reporting rapid adoption, what is the …

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Amazon Releases 51-Language AI Training Dataset MASSIVE

Amazon Alexa AI’s Natural Language Understanding group released Multilingual Amazon SLURP (SLU resource package) for Slot Filling, Intent Classification, and Virtual-Assistant Evaluation (MASSIVE), a dataset for training natural language understanding (NLU) AI models that contains one million annotated samples from 51 languages. The release also includes code and tools for using the data. The release …

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Amazon Releases 51-Language AI Training Dataset MASSIVE

Amazon Alexa AI’s Natural Language Understanding group released Multilingual Amazon SLURP (SLU resource package) for Slot Filling, Intent Classification, and Virtual-Assistant Evaluation (MASSIVE), a dataset for training natural language understanding (NLU) AI models that contains one million annotated samples from 51 languages. The release also includes code and tools for using the data. The release …

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AI predicts if or when a patient could die of cardiac arrest

In a recent study published in the journal Nature Cardiovascular Researchresearchers used deep learning (DL) assessment of the scarring in the heart to predict arrhythmia-associated sudden death survival. Study: Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart. Image Credit: SquareMotion / Shutterstock Background Arrhythmia-related sudden cardiac death (SCDA) is …

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DeepMind Trains AI Controller for Nuclear Fusion Research Device

Researchers at Google subsidiary DeepMind and the Swiss Plasma Center at EPFL have developed a deep reinforcement learning (RL) AI that creates control algorithms for tokamak devices used in nuclear fusion research. The system learned control policies while interacting with a simulator, and when used to control a real device was able to achieve novel …

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Google Trains 540 Billion Parameter AI Language Model PaLM

Google Research recently announced the Pathways Language Model (PaLM), a 540-billion-parameter AI natural language processing (NLP) model that surpasses average human performance on the BIG-bench benchmark. PaLM outperforms other state-of-the-art systems on many evaluation tasks, and shows strong results on tasks such as logical inference and joke explanation. Software engineers Sharan Narang and Aakanksha Chowdhery …

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