Generative AI, which is currently riding a crest of popular discourse, promises a world where the simple transforms into the complex — where a simple distribution evolves into intricate patterns of images, sounds, or text, rendering the artificial startlingly real. The realms of imagination no longer remain as mere abstractions, as researchers from MIT’s Computer…
Posted by Michał Januszewski, Research Scientist, Google Research The human brain is perhaps the most computationally complex machine in existence, consisting of networks of billions of cells. Researchers currently don’t understand the full picture of how glitches in its network machinery contribute to mental illnesses and other diseases, such as dementia. However, the emerging connectomics…
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last Friday marked six months since the Future of Life Institute (FLI), a nonprofit focusing on existential risks surrounding artificial intelligence, shared an open letter signed by famous people such as Elon Musk,…
Computer vision systems are everywhere. They help classify and tag images on social media feeds, detect objects and faces in pictures and videos, and highlight relevant elements of an image. However, they are riddled with biases, and they’re less accurate when the images show Black or brown people and women. And there’s another problem: the…
Getty Images is so confident its new generative AI model is free of copyrighted content that it will cover any potential intellectual-property disputes for its customers. The generative AI system, announced today, was built by Nvidia and is trained solely on images in Getty’s image library. It does not include logos or images that have…
In one of the biggest updates to ChatGPT yet, OpenAI has launched two new ways to interact with its viral app. First, ChatGPT now has a voice. Choose from one of five lifelike synthetic voices and you can have a conversation with the chatbot as if you were making a call, getting responses to your…
Posted by Cheng-Yu Hsieh, Student Researcher, and Chen-Yu Lee, Research Scientist, Cloud AI Team Large language models (LLMs) have enabled a new data-efficient learning paradigm wherein they can be used to solve unseen new tasks via zero-shot or few-shot prompting. However, LLMs are challenging to deploy for real-world applications due to their sheer size. For…
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…
Songyee Yoon PhD ’00, an entrepreneur, innovator, investor, and leader in AI and the gaming industry, has been appointed as a School of Engineering visiting innovation scholar for the 2023-24 academic year. Yoon, who is as a member of the MIT Corporation, serves as president and chief strategic officer of NCSOFT, a world leader in…
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…