Expired50% confidenceFactExact time
During training, LLMs learn grammatical rules and common patterns from large amounts of code and text data, but design judgment requires the combined capabilities of visual perception, user psychology, and brand consistency.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026(expired)
Sources
Claude Code's Frontend UI Too Ugly? This Open-Source Skill Teaches AI Professional Design
bilibili郭宏志-老郭5/31/2026
Related Claims
Unverified现代LLM通常经过专门的微调来学习何时、如何调用工具，训练数据中包含大量工具使用的示例对话72% similarUnverifiedGeneric roles such as 'a product manager' correspond to an extremely scattered and uneven-quality collection of texts in training data.69% similarUnverifiedThe LLM Trainer Skill supports training of large language models and vision-language models, and can automatically calculate resource requirements, launch remote training, and automatically upload models to the Hub through conversational interaction.69% similarUnverified角色提示（Role Prompting）技术能让模型激活训练数据中与该角色相关的知识模式，在措辞风格和专业深度上产生显著差异68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/59445API
curl https://kongchang.com/api/v1/knowledge/claims/59445MCP
get_claim(id=59445)