Artificial intelligence - MIT News
2 天之前 · Despite its impressive output, generative AI doesn’t have a coherent understanding of the world. Researchers show that even the best-performing large language models don’t form a true model of the world and its rules, and can thus fail unexpectedly on similar tasks. November 5, 2024. Read full story →
AI simulation gives people a glimpse of their potential future self
2024年10月1日 · The AI system uses this information to create what the researchers call “future self memories” which provide a backstory the model pulls from when interacting with the user. For instance, the chatbot could talk about the highlights of someone’s future career or answer questions about how the user overcame a particular challenge.
Explained: Generative AI | MIT News | Massachusetts Institute of …
2023年11月9日 · Generative AI is a machine-learning model that learns to create new data, rather than making a prediction about a specific dataset. Learn how generative AI works, what makes it different from other types of AI, and what applications it can have from MIT experts.
The creative future of generative AI - MIT News
2024年1月2日 · How does generative AI impact art and design? Watch a video of a panel discussion featuring artists and researchers who explore the challenges and opportunities of this technology. Learn about projects that use AI to create video, sound, and 3D artworks.
MIT faculty, instructors, students experiment with generative AI in ...
2024年4月29日 · Panelists encouraged educators to think about generative AI in ways that move beyond a course policy statement. When incorporating generative AI into assignments, the key is to be clear about learning goals and open to sharing examples of how generative AI could be used in ways that align with those goals. The importance of critical thinking
Making it easier to verify an AI model’s responses - MIT News
2024年10月21日 · Moving forward, the researchers are enhancing SymGen so it can handle arbitrary text and other forms of data. With that capability, it could help validate portions of AI-generated legal document summaries, for instance. They also plan to test SymGen with physicians to study how it could identify errors in AI-generated clinical summaries.
To excel at engineering design, generative AI must learn to …
2023年10月19日 · AI models that prioritize statistical similarity to existing designs fail to generate novel and high-performing solutions for engineering tasks. The researchers propose new metrics and objectives to train AI models for engineering design problems, such as bicycle frame design.
If art is how we express our humanity, where does AI fit in?
2023年6月15日 · A commentary article in Science explores the questions and challenges of using generative AI to make art and other media. It discusses the issues of aesthetics, ownership, labor, and media ecosystem, and how to design and talk about these tools.
MIT researchers introduce generative AI for databases
2024年7月8日 · GenSQL is a new tool that integrates probabilistic AI models with SQL, a programming language for database creation and manipulation. It enables users to query data and models, generate synthetic data, and make predictions with just a few keystrokes.
Using AI, MIT researchers identify a new class of antibiotic …
2023年12月20日 · Using deep learning, the researchers identified compounds that can kill MRSA, a drug-resistant bacterium that causes deadly infections. They also revealed the chemical features that the model used to make its predictions, which could help design better drugs.