Q&A: A roadmap for revolutionizing health care through data-driven innovation
Source: MIT News – Artificial intelligence What if data could help predict a patient’s prognosis, streamline hospital operations,...
New tool evaluates progress in reinforcement learning
Source: MIT News – Artificial intelligence If there’s one thing that characterizes driving in any major city, it’s...
RWKV-X Combines Sparse Attention and Recurrent Memory to Enable Efficient 1M-Token Decoding with Linear Complexity
Source: MarkTechPost LLMs built on Transformer architectures face significant scaling challenges due to their quadratic complexity in sequence...
Scaling Reinforcement Learning Beyond Math: Researchers from NVIDIA AI and CMU Propose Nemotron-CrossThink for Multi-Domain Reasoning with Verifiable Reward Modeling
Source: MarkTechPost Large Language Models (LLMs) have demonstrated remarkable reasoning capabilities across diverse tasks, with Reinforcement Learning (RL)...
Google Researchers Advance Diagnostic AI: AMIE Now Matches or Outperforms Primary Care Physicians Using Multimodal Reasoning with Gemini 2.0 Flash
Source: MarkTechPost LLMs have shown impressive promise in conducting diagnostic conversations, particularly through text-based interactions. However, their evaluation...
IBM AI Releases Granite 4.0 Tiny Preview: A Compact Open-Language Model Optimized for Long-Context and Instruction Tasks
Source: MarkTechPost IBM has introduced a preview of Granite 4.0 Tiny, the smallest member of its upcoming Granite...
LLMs Can Now Reason in Parallel: UC Berkeley and UCSF Researchers Introduce Adaptive Parallel Reasoning to Scale Inference Efficiently Without Exceeding Context Windows
Source: MarkTechPost Large language models (LLMs) have made significant strides in reasoning capabilities, exemplified by breakthrough systems like...
LLMs Can Learn Complex Math from Just One Example: Researchers from University of Washington, Microsoft, and USC Unlock the Power of 1-Shot Reinforcement Learning with Verifiable Reward
Source: MarkTechPost Recent advancements in LLMs such as OpenAI-o1, DeepSeek-R1, and Kimi-1.5 have significantly improved their performance on...
Novel AI model inspired by neural dynamics from the brain
Source: MIT News – Artificial intelligence Researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have developed...
JetBrains Open Sources Mellum: A Developer-Centric Language Model for Code-Related Tasks
Source: MarkTechPost JetBrains has officially open-sourced Mellum, a purpose-built 4-billion-parameter language model tailored for software development tasks. Developed...