蒸馏、GEO、氛围编程 2025年度“AI十大黑话” 能听懂几个？

Core Insights - The article discusses the rapid development of AI in 2025, highlighting ten key terms that reflect how AI is reshaping industries and society. Group 1: AI Concepts - Vibe Coding redefines programming by allowing developers to express goals in natural language, with AI generating the necessary code [2] - Reasoning models have emerged as a core focus in AI discussions, enabling complex problem-solving through multi-step reasoning [3] - World Models aim to enhance AI's understanding of real-world causality and physical laws, moving beyond mere language processing [4] Group 2: Infrastructure and Investment - The demand for AI has led to the construction of super data centers, exemplified by OpenAI's $500 billion "Stargate" project, raising concerns about energy consumption and local impacts [5] - The AI sector is experiencing a capital influx, with companies like OpenAI and Anthropic seeing rising valuations, though many are still in the high-investment phase without stable profit models [6] Group 3: AI Challenges and Trends - The term "intelligent agents" is popular in AI marketing, but there is no consensus on what constitutes true intelligent behavior [7] - Distillation technology allows smaller models to learn from larger ones, achieving high performance at lower costs [8] - The concept of "AI garbage" reflects public concern over the quality and authenticity of AI-generated content [9] Group 4: AI in Real-World Applications - Physical intelligence remains a significant challenge for AI, as robots still require human intervention for complex tasks [10] - The shift from traditional SEO to Generative Engine Optimization (GEO) indicates a change in how brands and content creators engage with AI-driven information retrieval [11]