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The name Deep Research is used by several artificial intelligence companies to describe products which combine large language models (LLMs) with internet search capabilities, and generate cited reports on a user-specified topic by letting the LLM autonomously browse the web to find information.
Deep research is powered by a version of the upcoming OpenAI o3 model optimized for web browsing and data analysis. Users have to give a prompt and OpenAI's chatbot ChatGPT will find, analyze, and ...
The company began stock-trading using a GPU-dependent deep learning model on October 21, 2016. Prior to this, they used CPU-based models, mainly linear models. Most trading was driven by AI by the end of 2017. [17] In 2019, Liang established High-Flyer as a hedge fund focused on developing and using AI trading algorithms.
Deep learning is a subset of machine learning that focuses on utilizing neural networks to perform tasks such as classification, regression, and representation learning.The field takes inspiration from biological neuroscience and is centered around stacking artificial neurons into layers and "training" them to process data.
The emergence of a powerful Chinese AI model has prompted a panicked response from leading US firms and led to warnings of a global AI arms race. DeepSeek-R1 surpasses its rivals in several key ...
On Tuesday, President Donald Trump’s AI adviser, David Sacks, told Fox News that he believed DeepSeek did distill from OpenAI, but stopped short of declaring that the White House would take action.
For many years, sequence modelling and generation was done by using plain recurrent neural networks (RNNs). A well-cited early example was the Elman network (1990). In theory, the information from one token can propagate arbitrarily far down the sequence, but in practice the vanishing-gradient problem leaves the model's state at the end of a long sentence without precise, extractable ...
DeepL Translator is a neural machine translation service that was launched in August 2017 and is owned by Cologne-based DeepL SE.The translating system was first developed within Linguee and launched as entity DeepL.