On August 7, 2025, Anthropic released Claude Opus 4.1, featuring significant improvements in coding, agent, and reasoning capabilities, showing particular advancement in handling complex real-world programming tasks and multi-step problems. The updated model delivers 38% better performance on coding tasks, and 27% enhanced reasoning capabilities on HumanEval, MMLU, and
Apple Machine Learning Research's June 2025 paper "The Illusion of Thinking" revealed fundamental limitations in current Large Reasoning Models (LRMs). Researchers used four puzzle problems including Tower of Hanoi with variable complexity to examine the performance of models like o3-mini and DeepSeek-R1. The experiments showed model
French AI lab Mistral AI officially announced Magistral on June 10, 2025, its first family of reasoning models capable of step-by-step thinking, available in two variants: the open-source 24-billion-parameter Magistral Small and the enterprise-focused Magistral Medium. Magistral Medium scored 73.6% accuracy on the AIME2024 mathematics benchmark, rising to 90%
