Applications – The TechBriefs

This AI Paper Investigates Test-Time Scaling of English-Centric RLMs for Enhanced Multilingual Reasoning and Domain Generalization

Reasoning language models, or RLMs, are increasingly used to simulate step-by-step problem-solving by generating long, structured reasoning chains. These models […]

Reinforcement Learning, Not Fine-Tuning: Nemotron-Tool-N1 Trains LLMs to Use Tools with Minimal Supervision and Maximum Generalization

Equipping LLMs with external tools or functions has become popular, showing great performance across diverse domains. Existing research depends on […]

RL^V: Unifying Reasoning and Verification in Language Models through Value-Free Reinforcement Learning

LLMs have gained outstanding reasoning capabilities through reinforcement learning (RL) on correctness rewards. Modern RL algorithms for LLMs, including GRPO, […]

OpenAI Releases HealthBench: An Open-Source Benchmark for Measuring the Performance and Safety of Large Language Models in Healthcare

OpenAI has released HealthBench, an open-source evaluation framework designed to measure the performance and safety of large language models (LLMs) […]

Multimodal AI Needs More Than Modality Support: Researchers Propose General-Level and General-Bench to Evaluate True Synergy in Generalist Models

Artificial intelligence has grown beyond language-focused systems, evolving into models capable of processing multiple input types, such as text, images, […]

Offline Video-LLMs Can Now Understand Real-Time Streams: Apple Researchers Introduce StreamBridge to Enable Multi-Turn and Proactive Video Understanding

Video-LLMs process whole pre-recorded videos at once. However, applications like robotics and autonomous driving need causal perception and interpretation of […]