Cited by Vercel

“A 2025 survey formalized the split this way: prompt engineering optimizes a single instruction, while context engineering treats the context window as a structured, assembled payload that gets rebuilt on every step of a run, not a static string written once.”

Covered by MIT Technology Review

“Fifteen researchers from six universities and institutes across China, the United States and Australia analysed more than 1,400 papers to give context engineering its first comprehensive treatment as a formal discipline.”

Covered by PYMNTS

“A new academic work titled A Survey of Vibe Coding with Large Language Models finds that even advanced models capable of building complete apps lose accuracy and efficiency when developers aren’t part of the process.”

Covered by PaperWeekly

“A team from the Institute of Computing Technology, Chinese Academy of Sciences, found that visual complexity makes a model’s attention wander; their CARVE method contrasts attention maps to pull the task-relevant signal out of that visual noise.”