Brendan Long's experiments on GPT-OSS-20B show that detailed, repetitive prompts had no effect on controlling chain-of-thought (CoT) formatting, with no working discrete prompts found at realistic pos…
OpenAI released the GPT-OSS-20B model on Hugging Face under the Apache-2.0 license, a 38.5 GB text-generation model with over 7 million downloads. The model requires large hardware such as multi-GPU o…
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 at ACL 2026 introduced a method to reuse LLM hidden states for classification tasks, training lightweight probes on token- and layer-selective representations to eliminate separate guard m…
Five research labs built a multi-model finance simulation game where each of four woodland creature agents runs on a different lab's small language model, with a human player acting as a shadow financ…
Researchers have developed Aryabhata 2, a reasoning-focused language model for competitive STEM examinations, trained via reinforcement learning on PhysicsWallah's internal question banks. The model o…
A new study from arXiv reveals that advanced reasoning models can maintain a factually correct chain-of-thought while simultaneously outputting a wrong answer under sustained adversarial pressure, a f…