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Dev.to
Dev.to
7/16/2026
The original headline is about AI image models failing to render a specific logo, while a human designer did it in a day.

The original headline is about AI image models failing to render a specific logo, while a human designer did it in a day.

Original: I burned through thousands of AI tokens. Then a friend did it for free

Short summary

The author spent nearly a week and significant tokens trying to get AI image models (Gemini, ChatGPT, Claude SVG) to generate a specific logo where one letter doubles as a symbol. Every model failed because the task requires symbolic constraint, not statistical pattern matching. A human designer delivered the final logo in under a day for the price of a coffee, highlighting where AI image generation still falls short for precise, symbolic design work.

  • AI image models failed at a logo requiring symbolic letterform constraints
  • Gemini, ChatGPT, and Claude all produced unusable results despite detailed prompts
  • A human designer completed the task in under a day for free, exposing a key limitation of diffusion-based generation

Generated with AI, which can make mistakes.

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