Sou Hu Cai Jing·2026-01-05 13:12Core Insights - The emergence of AI tools like Claude Code, Gemini, and ChatGPT has significantly reduced project completion times for engineers in Silicon Valley, as highlighted by Google engineers [2][3] - The discussion around AI's impact on education suggests that it could drastically shorten the time required for academic achievements, with some arguing that traditional educational methods need fundamental updates to incorporate AI [7][8] Group 1: AI Tools in Engineering - Engineers at Google have reported that using AI tools has allowed them to complete projects in a fraction of the time previously required, with one engineer stating that a task that took a year was accomplished in just one hour using Claude Code [2][3] - The ability of AI to generate solutions quickly has led to a shift in how engineers approach problem-solving, with new employees now familiarizing themselves with large codebases in days instead of months [4] Group 2: AI's Role in Education - There is a divide in opinions regarding AI's role in education, with some believing that AI can enhance learning efficiency by simplifying complex tasks, while others argue that critical thinking and deep understanding still require time and effort [8][9] - A notable example includes a parent teaching their child to code using AI tools, raising questions about the relevance of traditional higher education in the face of rapidly advancing technology [10]