Apple Study Highlights Limitations and Challenges in AI Reasoning Models
A study by Apple researchers reveals that current reasoning models like Claude 3.7 and Deepseek-R1 face fundamental scaling limitations, performing worse as task complexity increases and failing to develop robust problem-solving strategies, highlighting the need for rethinking model design to improve machine reasoning capabilities.