NVIDIA released Nemotron 3 Super, a 120-billion-parameter hybrid model that scores 60.47% on SWE-Bench Verified, beating GPT-OSS-120B by nearly 20 points while delivering 2.2 times the inference throu…
New research from arXiv reveals that larger language models consistently outperform smaller ones on reasoning benchmarks by an average of 6-7%, with the key advantage being constraint-guided reasoning…
Researchers introduced a prompt-based uncertainty decomposition method that separates action confidence from request uncertainty, enabling LLM agents to proactively seek clarification when task specif…
Researchers developed a variance-aware reward framework using Group Relative Policy Optimization (GRPO) to improve heart-focused medical question answering in large language models. The approach, whic…
NVIDIA's DGX Spark single-node AI appliance can run OpenAI's open-weight GPT-OSS-120B sparse MoE model at ~50 tokens/s using optimized engines like SGLang or llama.cpp, making it viable as a local cod…