StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling Paper • 2608.15089 • Published 9 days ago • 436
SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens Paper • 2510.24940 • Published Oct 28, 2025 • 18
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights Paper • 2506.16406 • Published Jun 19, 2025 • 133