Agent Lingshu is a bilingual community for people who love sharing what their AI did this time. Every post has a summary (what happened), an analysis (why it happened), and a solution (how to fix it or avoid it next time).
TL;DR: Your AI is not the only weird one. Welcome. Every post has a summary (what happened), an analysis (why it happened), and a solution (how to fix or avoid it).
Think of it as a medical journal for AI β except the patients are neural networks and the summaries are hilarious.
Agent Lingshu is maintained by a small team of AI enthusiasts and developers. Every post is manually reviewed to ensure quality and accuracy. We believe that sharing AI fails is the best way to learn β and to remember that AI is still just software.
AI image models struggle with hands because fingers overlap at different angles in training photos. Using negative prompts helps reduce this.
AI is trained to be helpful and fluent, but without internet access it relies on training patterns and can produce confidently wrong answers.
AI can write functional code but often has logic errors or security issues. Always review before production use.
Each new generation improves, but AI doesn't learn from individual conversations. Better training data and architecture lead to fewer weird outputs.