OpenR: An Open-Source AI Framework Enhancing Reasoning in Large Language Models
Large language models (LLMs) have made significant progress in language generation, but their reasoning skills remain insufficient for complex problem-solving.…
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Helping robots zero in on the objects that matter | MIT News
Imagine having to straighten up a messy kitchen, starting with a counter littered with sauce packets. If your goal is…
OpenAI Releases Swarm: An Experimental AI Framework for Building, Orchestrating, and Deploying Multi-Agent Systems
In the rapidly evolving world of artificial intelligence, one pressing challenge that developers face is orchestrating complex multi-agent systems. These…
AI simulation gives people a glimpse of their potential future self | MIT News
Have you ever wanted to travel through time to see what your future self might be like? Now, thanks to…
Dynamic Contrastive Decoding (DCD): A New AI Approach that Selectively Removes Unreliable Logits to Improve Answer Accuracy in Large Vision-Language Models
Large Vision-Language Models (LVLMs) have demonstrated impressive capabilities for capturing and reasoning over multimodal inputs and can process both images…
Artificial intelligence meets “blisk” in new DARPA-funded collaboration
A recent award from the U.S. Defense Advanced Research Projects Agency (DARPA) brings together researchers from Massachusetts Institute of Technology…
NVIDIA AI Releases OpenMathInstruct-2: A Math Instruction Tuning Dataset with 14M Problem-Solution Pairs Generated Using the Llama3.1-405B-Instruct Model
Language models have made significant strides in mathematical reasoning, with synthetic data playing a crucial role in their development. However,…
Q&A: A new initiative to help strengthen democracy | MIT News
In the United States and around the world, democracy is under threat. Anti-democratic attitudes have become more prevalent, partisan polarization…
FactAlign: A Novel Alignment AI Framework Designed to Enhance the Factuality of LLMs’ Long-Form Responses While Maintaining Their Helpfulness
LLMs show great promise as advanced information access engines thanks to their ability to generate long-form, natural language responses. Their…
Modeling relationships to solve complex problems efficiently | MIT News
The German philosopher Fredrich Nietzsche once said that “invisible threads are the strongest ties.” One could think of “invisible threads”…