Meet MegaParse: An Open-Source AI Tool for Parsing Various Types of Documents for LLM Ingestion
In the evolving landscape of artificial intelligence, language models are becoming increasingly integral to a variety of applications, from customer…
Category: News
Photonic processor could enable ultrafast AI computations with extreme energy efficiency | MIT News
The deep neural network models that power today’s most demanding machine-learning applications have grown so large and complex that they…
Unraveling Multimodal Dynamics: Insights into Cross-Modal Information Flow in Large Language Models
Multimodal large language models (MLLMs) showed impressive results in various vision-language tasks by combining advanced auto-regressive language models with visual…
A data designer driven to collaborate with communities | MIT News
It is fairly common in public discourse for someone to announce, “I brought data to this discussion,” thus casting their…
Geometry Distributions: Advancing Neural 3D Surface Modeling with Diffusion Models
Geometry representations play a crucial role in solving complex 3D vision problems. The rapid evolution of deep learning has sparked…
New AI tool generates realistic satellite images of future flooding | MIT News
Visualizing the potential impacts of a hurricane on people’s homes before it hits can help residents prepare and decide whether…
NVIDIA AI Research Unveils ‘Star Attention’: A Novel AI Algorithm for Efficient LLM Long-Context Inference
Transformer-based Large Language Models (LLMs) face significant challenges in efficiently processing long sequences due to the quadratic complexity of the…
Improving health, one machine learning system at a time | MIT News
Captivated as a child by video games and puzzles, Marzyeh Ghassemi was also fascinated at an early age in health. Luckily,…
Red Teaming for AI: Strengthening Safety and Trust through External Evaluation
Red teaming plays a pivotal role in evaluating the risks associated with AI models and systems. It uncovers novel threats,…
A vision for U.S. science success | MIT News
White House science advisor Arati Prabhakar expressed confidence in U.S. science and technology capacities during a talk on Wednesday about…