According to a recent study released by Gartner, it is expected that 80% of software developers will need additional training related to generative artificial intelligence (AI) by 2027. This report reveals a significant trend: as AI technology evolves, companies will increasingly require specialized AI engineers to build AI-driven applications. Gartner's analysts believe that generative AI will undergo three distinct development phases in software development. In the short term, they anticipate a moderate increase in production.

After the dismissal of OpenAI CEO Sam Altman, employees threatened to resign, leading the company to reappoint Altman in an effort to retain talent in the tech industry. AI engineers earn 8% to 12.5% more than their non-AI counterparts, with salaries for OpenAI engineering positions ranging from $200,000 to $370,000, and specialized roles reaching up to $300,000 to $450,000. In the scarce resource AI industry, employee attrition could have catastrophic effects on the company, making experienced talent a core asset.

OpenAI Engineering Team Manager Evan Morikawa shares the success stories of ChatGPT. The engineering team's creative response to hackers involved modifying ChatGPT to CatGPT, which only responds with cat sounds. Optimizing GPU resources has become a key challenge for ChatGPT. Analyzing cross-regional deployment and underlying implementation details helps tackle GPU supply shortages. The ChatGPT team adopted an independent startup model to improve delivery speed.

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.