Accelerating particle size distribution estimation | MIT News
The pharmaceutical manufacturing industry has long struggled with the issue of monitoring the characteristics of a drying mixture, a critical…
Category: News
Adaptive Data Optimization (ADO): A New Algorithm for Dynamic Data Distribution in Machine Learning, Reducing Complexity and Improving Model Accuracy
Machine learning, particularly the training of large foundation models, relies heavily on the diversity and quality of data. These models,…
Making it easier to verify an AI model’s responses | MIT News
Despite their impressive capabilities, large language models are far from perfect. These artificial intelligence models sometimes “hallucinate” by generating incorrect…
UC Berkeley Researchers Propose DocETL: A Declarative System that Optimizes Complex Document Processing Tasks using LLMs
Large Language Models (LLMs) have gained significant attention in data management, with applications spanning data integration, database tuning, query optimization,…
Equipping doctors with AI co-pilots | MIT News
Most doctors go into medicine because they want to help patients. But today’s health care system requires that doctors spend hours…
Researchers at Stanford University Propose Locality Alignment: A New Post-Training Stage for Vision Transformers ViTs
Vision-Language Models (VLMs) struggle with spatial reasoning tasks like object localization, counting, and relational question-answering. This issue stems from Vision…
Combining next-token prediction and video diffusion in computer vision and robotics | MIT News
In the current AI zeitgeist, sequence models have skyrocketed in popularity for their ability to analyze data and predict what…
Thinking LLMs: How Thought Preference Optimization Transforms Language Models to Perform Better Across Logic, Marketing, and Creative Tasks
Large language models (LLMs) have evolved to become powerful tools capable of understanding and responding to user instructions. Based on…
3 Questions: Should we label AI systems like we do prescription drugs? | MIT News
AI systems are increasingly being deployed in safety-critical health care situations. Yet these models sometimes hallucinate incorrect information, make biased…
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.…