Recently, teams from Cambridge University and others published a groundbreaking paper that reveals the true nature of large models (LLMs), providing an in-depth analysis of the actual performance of current large language models (LLMs). The results are shocking — these AI models, once highly anticipated, perform far below expectations on many basic tasks. The study conducted a comprehensive evaluation of several cutting-edge models, including o1-preview. The findings indicate significant discrepancies in understanding capabilities between AI models and humans. Surprisingly, the models struggle with tasks that humans excel at.

In the context of the rapid development of AI technology, prompt engineering has become a critical skill. By cleverly designing prompts, users can guide AI to better understand human intentions and improve the accuracy of AI responses. However, this process poses significant challenges for average users. To address this issue, a team of scientists from Peking University and Baichuan Technology has jointly developed the PAS (Prompt Augmentation System), an intelligent prompting enhancement system based on large language models. PAS improves data utilization, compatibility, and flexibility.

Anthropic announced on Tuesday a suite of new features designed to simplify the process for developers to create AI applications using its language model Claude. These features focus mainly on prompt engineering and are expected to significantly enhance the efficiency of AI application development.New features are located under the Evaluate tab in the Anthropic Console, including: 1. Prompt Generator: Uses Anthropic's own prompt engineering techniques to convert short task descriptions into deta

Reading, writing, and speaking will become the most important skills in the future. Prompt engineering is no different from communicating with people, as stated by OpenAI employees. The key to conversational AI systems lies in effective communication skills, not just prompt engineering. The importance of these key skills will be highlighted in 2024, even for high-paying prompt engineers. Emphasizing what is uniquely human may be the key to avoiding being replaced by AI.

A detailed translation of Claude's prompt design documentation, including what prompts are, the steps to design prompts, prompt optimization, and more, along with numerous examples of prompt design.

AI native applications are being widely implemented across various industries, from healthcare to finance, and from office work to law. Baidu will reconstruct each business line through 'PROMPT' and release more AI native applications. Prompt engineers will become an important profession in the future, breaking the boundaries between machines and humans.