@mitcomputing
Personalization features can make LLMs more agreeable | MIT News | Massachusetts Institute of Technology
Personalization features can make LLMs more agreeable | MIT News | Massachusetts Institute of Technology
User context in long-term interaction data increases the likelihood an LLM will become overly agreeable or begin to mirror the user’s viewpoints. This phenomenon, known as sycophancy, can harm a model’s accuracy or create an echo chamber that can proliferate misinformation.
Why it’s critical to move beyond overly aggregated machine-learning metrics | MIT News | Massachusetts Institute of Technology
Why it’s critical to move beyond overly aggregated machine-learning metrics | MIT News | Massachusetts Institute of Technology
MIT researchers have identified significant examples of machine learning model failure when those models are applied to data other than what they were trained on, raising questions about the need to test whenever a model is deployed in a new setting.
The philosophical puzzle of rational artificial intelligence
The philosophical puzzle of rational artificial intelligence
AI and Rationality, a new course at MIT as part of the Common Ground Computing for Education, challenges students to explore rationality and other philosophical problems through the lens of AI research.
“Robot, make me a chair”
“Robot, make me a chair”
A generative AI-driven system enables non-experts to design and build common objects like furniture simply by describing the objects with words.
New method improves the reliability of statistical estimations | MIT News | Massachusetts Institute of Technology
New method improves the reliability of statistical estimations | MIT News | Massachusetts Institute of Technology
Bigger datasets aren’t always better
Bigger datasets aren’t always better
A new MIT system identifies the smallest possible dataset that can be used to optimally solve a complex problem with many potential solutions. This technique could help engineers or scientists solve problems faster and with less expense.
Teaching large language models how to absorb new knowledge | MIT News | Massachusetts Institute of Technology
Teaching large language models how to absorb new knowledge | MIT News | Massachusetts Institute of Technology
MIT researchers developed a technique that enables LLMs to permanently absorb new knowledge by generating study sheets based on data the model uses to memorize important information.
Charts can be social artifacts that communicate more than just data | MIT News | Massachusetts Institute of Technology
Charts can be social artifacts that communicate more than just data | MIT News | Massachusetts Institute of Technology
MIT research shows users make assumptions about the social context of data visualizations based on design elements. These inferences can impact the degree to which users trust the data that visualization depicts. The researchers hope the work leads to better strategies for scientific communication.
Fighting for the health of the planet with AI | MIT News | Massachusetts Institute of Technology
Fighting for the health of the planet with AI | MIT News | Massachusetts Institute of Technology
A profile of MIT Assistant Professor Priya Donti explores her approach to applying machine learning to optimize renewable energy.
Laurent Demanet appointed co-director of MIT Center for Computational Science and Engineering | MIT News | Massachusetts Institute of Technology
Laurent Demanet appointed co-director of MIT Center for Computational Science and Engineering | MIT News | Massachusetts Institute of Technology
Applied mathematics professor Laurent Demanet was appointed co-director of MIT’s Center for Computational Science and Engineering.
A new community for computational science and engineering | MIT News | Massachusetts Institute of Technology
A new community for computational science and engineering | MIT News | Massachusetts Institute of Technology
The MIT Center for Computational Science and Engineering is building connection and preparing students to make a difference through a new stand-alone PhD program in computational science and engineering.
A human-centered approach to data visualization | MIT News | Massachusetts Institute of Technology
A human-centered approach to data visualization | MIT News | Massachusetts Institute of Technology
MIT Associate Professor Arvind Satyanarayan develops tools for data visualization that amplify creativity and promote human agency. His group’s work, which relies on collaboration and co-design, includes accessible data representations, visualization authoring tools, sociocultural design, and machine-learning interpretability.
New method could monitor corrosion and cracking in a nuclear reactor | MIT News | Massachusetts Institute of Technology
New method could monitor corrosion and cracking in a nuclear reactor | MIT News | Massachusetts Institute of Technology
A new technique developed at MIT enables real-time, 3D imaging of material failure processes inside a nuclear reactor environment. This could help scientists and engineers create materials that are more resilient to cracking and corrosion during irradiation, which could improve the safety and extend the lifespan of advanced nuclear reactors.
Youssef Marzouk appointed associate dean of MIT Schwarzman College of Computing
Youssef Marzouk appointed associate dean of MIT Schwarzman College of Computing
Youssef Marzouk, a professor of aeronautics and astronautics and outgoing co-director of the Center for Computational Science and Engineering, will play a vital role in fostering community for bilingual computing faculty as the new associate dean for the MIT Schwarzman College of Computing.
A sounding board for strengthening the student experience
A sounding board for strengthening the student experience
During his first year at MIT in 2021, Matthew Caren ‘25 received an intriguing email inviting students to apply to become members of the MIT Schwarzman College of Computing’s (SCC) Undergraduate Advisory Group (UAG). He immediately shot off an application. Caren is a jazz musician who majored in computer science and engineering, and minored in […]
A crossroads for computing at MIT
A crossroads for computing at MIT
The newly opened MIT Schwarzman College of Computing building will form a new cluster of connectivity across a spectrum of disciplines in computing and artificial intelligence.
MIT Schwarzman College of Computing
MIT Schwarzman College of Computing
The MIT Schwarzman College of Computing is leveraging existing resources, launching new activities and programs, and infusing MIT with exceptional talent in computing.
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