Bringing state-of-the-art Gemini translation capabilities to Google Translate
We’re bringing Gemini’s state-of-the-art translation model to Google Translate for text, and more new features.
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When You Have to Execute a Strategy You Disagree With
Four ways to maintain integrity, influence, and impact when you don’t have control over the CEO’s decisions.
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Geospatial exploratory data analysis with GeoPandas and DuckDB
In this article, I’ll show you how to use two popular Python libraries to carry out some geospatial analysis of traffic accident data within the UK. I was a relatively early adopter of DuckDB, the fast OLAP database, after it became available, but only recently realised that, through an extension, it offered a large number […] The post Geospatial exploratory data analysis with GeoPandas and DuckDB appeared first on Towards Data Science.
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The Rise of Specialized LLMs for Enterprise
In this article, I discuss the main problems of standard LLMs (OpenAI and the likes), and how the new generation of LLMs addresses these issues. The focus is on Enterprise LLMs. LLMs with Billions of Parameters Most of the LLMs still fall in that category. The first ones (ChatGPT) appeared around 2022, though Bert is an early precursor. Most recent books discussing LLMs still define them as transformer architecture with deep neural networks (DNNs), costly training, and reliance […]
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What Is Retrieval-Augmented Generation, aka RAG?
Editor’s note: This article, originally published on Nov. 15, 2023, has been updated. To understand the latest advancements in generative AI, imagine a courtroom. Judges hear and decide cases based on their general understanding of the law. Sometimes a case — like a malpractice suit or a labor dispute — requires special expertise, so judges send court clerks to a law library, looking for precedents and specific cases they can cite. Like a good judge, large language models […]
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Amazon reportedly in talks to invest $10B in OpenAI as circular deals stay popular
Amazon is in early discussions to invest as much as $10 billion in OpenAI in a deal that would see the AI lab using the e-commerce giant’s AI chips.
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Increasing revenue 300% by bringing AI to SMBs
Discover how Podium used OpenAI’s GPT-5 to build “Jerry,” an AI teammate driving 300% growth and transforming how Main Street businesses serve customers.
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How AI Cuts Costs and Adds Value for Data Science Workflows (Sponsored)
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AI Maps Titan’s Methane Clouds in Record Time
Methane clouds on Titan, Saturn’s largest moon, are more than just a celestial oddity — they’re a window into one of the solar system’s most complex climates. Until now, mapping them has been slow and grueling work. Enter AI: a team from NASA, UC Berkeley and France’s Observatoire des Sciences de l’Univers just changed the game. Using NVIDIA GPUs, the researchers trained a deep learning model to analyze years of Cassini data in seconds. Their approach could reshape […]
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