Reinforcement Learning, Not Fine-Tuning: Nemotron-Tool-N1 Trains LLMs to Use Tools with Minimal Supervision and Maximum Generalization
Source: MarkTechPost Equipping LLMs with external tools or functions has become popular, showing great performance across diverse domains....
RL^V: Unifying Reasoning and Verification in Language Models through Value-Free Reinforcement Learning
Source: MarkTechPost LLMs have gained outstanding reasoning capabilities through reinforcement learning (RL) on correctness rewards. Modern RL algorithms...
OpenAI Releases HealthBench: An Open-Source Benchmark for Measuring the Performance and Safety of Large Language Models in Healthcare
Source: MarkTechPost OpenAI has released HealthBench, an open-source evaluation framework designed to measure the performance and safety of...
Multimodal AI Needs More Than Modality Support: Researchers Propose General-Level and General-Bench to Evaluate True Synergy in Generalist Models
Source: MarkTechPost Artificial intelligence has grown beyond language-focused systems, evolving into models capable of processing multiple input types,...
A Step-by-Step Guide on Building, Customizing, and Publishing an AI-Focused Blogging Website with Lovable.dev and Seamless GitHub Integration
Source: MarkTechPost In this tutorial, we will guide you step-by-step through creating and publishing a sleek, modern AI...
Offline Video-LLMs Can Now Understand Real-Time Streams: Apple Researchers Introduce StreamBridge to Enable Multi-Turn and Proactive Video Understanding
Source: MarkTechPost Video-LLMs process whole pre-recorded videos at once. However, applications like robotics and autonomous driving need causal...
PrimeIntellect Releases INTELLECT-2: A 32B Reasoning Model Trained via Distributed Asynchronous Reinforcement Learning
Source: MarkTechPost As language models scale in parameter count and reasoning complexity, traditional centralized training pipelines face increasing...
AG-UI (Agent-User Interaction Protocol): An Open, Lightweight, Event-based Protocol that Standardizes How AI Agents Connect to Front-End Applications
Source: MarkTechPost The current generation of AI agents has made significant progress in automating backend tasks such as...
NVIDIA AI Introduces Audio-SDS: A Unified Diffusion-Based Framework for Prompt-Guided Audio Synthesis and Source Separation without Specialized Datasets
Source: MarkTechPost Audio diffusion models have achieved high-quality speech, music, and Foley sound synthesis, yet they predominantly excel...
This AI Paper Introduces Effective State-Size (ESS): A Metric to Quantify Memory Utilization in Sequence Models for Performance Optimization
Source: MarkTechPost In machine learning, sequence models are designed to process data with temporal structure, such as language,...