Tag: MachineLearning
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From Vision & Concept in 2017 to Reality in 2023: The Evolution of AI in Journalism
How AI can help with news storytelling In 2017, I shared my vision of how AI could revolutionize journalism by empowering journalists to create personalized storytelling experiences for readers. Back then, as chief technology & product officer at The Wall Street Journal, I envisioned AI crafting customized versions of a news story for different reader…
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Why Vector Databases & Embeddings Used for Prompt Context are Limited for Personalized AI Assistants
As an artificial intelligence enthusiast who has been working in the technology and media industries all my career, I have seen the rise of personal AI assistants and their increasing popularity. In May 2023, I developed and released Ragbot.AI, an open source AI assistant powered by large language models. Like other AI assistants powered by…
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Introduction to Generative AI and Large Language Models for Media Business People
It has been more than 7 years since I wrote a blog post titled Information for Technologists Interested in Learning about Artificial Intelligence. Throughout my career at the intersection of product engineering and news media, I’ve been captivated by the potential of technology to foster innovation. I’ve had the privilege to work with pioneering technologies,…
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The Neural Network Revolution: Why AI Will Make Traditional Databases Obsolete
The evolution of data storage and management has seen a significant shift in recent years. Traditional databases like relational and NoSQL have long been the backbone of data-driven industries, but as we enter the era of artificial intelligence, the limitations of these systems are becoming clear. Drawing upon my own experiences at companies like The…
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The Future of Journalism: How AI Can Assist Journalists and Create Compelling Storytelling Experiences
The future of journalism is approaching, and it will be powered by Artificial Intelligence (AI). Throughout my career in news media, I’ve explored how AI can enhance journalism to create captivating storytelling experiences that not only engage readers but also encourage them to become paying subscribers. The Traditional Approach to Journalism Traditionally, journalism has followed…
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