Artificial intelligence | MIT News | Massachusetts Institute of …
Jan 2, 2025 · AI in health should be regulated, but don’t forget about the algorithms, researchers say. In a recent commentary, a team from MIT, Equality AI, and Boston University highlights the gaps in regulation for AI models and non-AI algorithms in health care. December 12, …
Massachusetts Institute of Technology - MIT News
Dec 26, 2024 · The researchers found that “human–AI systems do not necessarily achieve better results than the best of humans or AI alone,” explains graduate student Michelle Vaccaro and her colleagues. “Challenges such as communication barriers, trust issues, ethical concerns and the need for effective coordination between humans and AI systems can ...
Massachusetts Institute of Technology - MIT News
Dec 10, 2024 · Citation tool offers a new approach to trustworthy AI-generated content. Researchers develop “ContextCite,” an innovative method to track AI’s source attribution and detect potential misinformation. December 9, 2024. Read full story →
MIT researchers advance automated interpretability in AI models
Jul 23, 2024 · They developed “MAIA” (Multimodal Automated Interpretability Agent), a system that automates a variety of neural network interpretability tasks using a vision-language model backbone equipped with tools for experimenting on other AI systems. “Our goal is to create an AI researcher that can conduct interpretability experiments autonomously.
AI simulation gives people a glimpse of their potential ... - MIT News
Oct 1, 2024 · 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.
Helping nonexperts build advanced generative AI models - MIT …
Jun 21, 2024 · Last year, that reasoning led to the acquisition of MosaicML by Databricks, a global data storage, analytics, and AI company that works with some of the largest organizations in the world. Since the acquisition, the combined companies have released one of the highest performing open-source, general-purpose LLMs yet built.
MIT launches Working Group on Generative AI and the Work of
Mar 28, 2024 · The generative AI wave has elicited excitement, anxiety, and plenty of speculation about what's to come, but no clear answers to these core questions. To discover how generative AI can lead to better jobs, MIT is convening a working group on Generative AI and the Work of the Future. The working group is kicking off with 25 companies and ...
New AI tool generates realistic satellite images of future ... - MIT …
Nov 25, 2024 · The AI-only method, in contrast, generated images of flooding in places where flooding is not physically possible. The team’s method is a proof-of-concept, meant to demonstrate a case in which generative AI models can generate realistic, trustworthy content when paired with a physics-based model.
Researchers enhance peripheral vision in AI models - MIT News
Mar 8, 2024 · Unlike humans, AI does not have peripheral vision. Equipping computer vision models with this ability could help them detect approaching hazards more effectively or predict whether a human driver would notice an oncoming object.
Precision home robots learn with real-to-sim-to-real - MIT News
Jul 31, 2024 · Improbable AI Lab and WEIRD Lab members also contributed valuable feedback and support in developing this project. This work was supported, in part, by the Sony Research Award, the U.S. government, and Hyundai Motor Co., with assistance from the WEIRD (Washington Embodied Intelligence and Robotics Development) Lab.