DeepSeek’s servers have suffered a major outage, with both the website and API down simultaneously for more than three hours and still not back online. My first reaction was that the underlying computing redundancy of high-load AI platforms like this is failing to keep pace with their expansion. The API outage directly cuts off downstream call chains that depend on it; if basic services can’t remain stable, commercialization will be brought to a standstill.