Bolstering enterprise LLMs with machine learning operations foundations
Generative AI, particularly large language models (LLMs), will play a crucial role in the future of customer and employee experiences, software development, and more. Building a solid foundation in machine learning operations (MLOps) will be critical for companies to effectively deploy and scale LLMs, and generative AI capabilities broadly. In this uncharted territory, improper management…
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Make Machine Learning Work for You
The enthusiasm for AI and its applications is reaching a nadir, according to an August 2023 Gartner Hype Cycle press release, where generative AI is nearly perched atop the category of technologies at their “Peak of Inflated Expectations,” ready to plunge into the “Trough of Disillusionment.” A quick look at social media agrees, with some…
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The deepfake avatars who want to sell you everything
This story first appeared in China Report, MIT Technology Review’s newsletter about technology developments in China. Sign up to receive it in your inbox every Tuesday. Writing about China, a question I always get is: What technology is ubiquitous there but hasn’t caught on in the West? One of my go-to answers is livestream e-commerce. If you…
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A Disney director tried—and failed—to use an AI Hans Zimmer to create a soundtrack
Hans Zimmer, 1; AI, 0. When Gareth Edwards, the director of Rogue One: A Star Wars Story, was thinking about the soundtrack for his upcoming movie about artificial intelligence, The Creator, he decided to try composing it with AI—and got “pretty damn good” results. “The cheeky part of me thought it’d be even better if…
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Meet the next generation of AI superstars
So smart! So talented! This week I’m pleased to introduce you to a new crop of bright minds working on some of the most challenging problems in AI and beyond. You can read MIT Technology Review’s full list of 35 Innovators Under 35 here. We’ve previously highlighted some of the most promising people in tech before…
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Deepfakes of Chinese influencers are livestreaming 24/7
Scroll through the livestreaming videos at 4 a.m. on Taobao, China’s most popular e-commerce platform, and you’ll find it weirdly busy. While most people are fast asleep, there are still many diligent streamers presenting products to the cameras and offering discounts in the wee hours. But if you take a closer look, you may notice…
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DeepMind’s cofounder: Generative AI is just a phase. What’s next is interactive AI.
DeepMind cofounder Mustafa Suleyman wants to build a chatbot that does a whole lot more than chat. In a recent conversation I had with him, he told me that generative AI is just a phase. What’s next is interactive AI: bots that can carry out tasks you set for them by calling on other software…
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AI just beat a human test for creativity. What does that even mean?
AI is getting better at passing tests designed to measure human creativity. In a study published in Nature Scientific Reports today, AI chatbots achieved higher average scores than humans in the Alternate Uses Task, a test commonly used to assess this ability. This study will add fuel to an ongoing debate among AI researchers about…
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This driverless car company is using chatbots to make its vehicles smarter
Self-driving car startup Wayve can now interrogate its vehicles, asking them questions about their driving decisions—and getting answers back. The idea is to use the same tech behind ChatGPT to help train driverless cars. The company combined its existing self-driving software with a large language model, creating a hybrid model it calls LINGO-1. LINGO-1 synchs…
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Andrew Ng: How to be an innovator
This essay is part of MIT Technology Review’s 2023 Innovators Under 35 package. Meet this year’s honorees. Innovation is a powerful engine for uplifting society and fueling economic growth. Antibiotics, electric lights, refrigerators, airplanes, smartphones—we have these things because innovators created something that didn’t exist before. MIT Technology Review’s Innovators Under 35 list celebrates individuals who have…
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