A popular Hacker News discussion around the piece "AI-generated posters don’t have to be horrible" has exposed a growing public fatigue with default generative aesthetics. While commenters agree that cookie-cutter ChatGPT visuals are currently swamping everything from village fetes to local coffee shops, opinions are split on whether advanced workflows and better tool integration can save AI design from looking inherently cheap.

For early-stage founders trying to stretch a shoestring budget, leaning on quick AI design feels like a no-brainer. But as the community reaction highlights, everyday users and micro-investors have developed a hyper-sensitive radar for the "AI stench." If your public launch materials or pitch decks feature unrefined, instant-generated graphics, you are broadcasting to potential £500 backers that you prioritize speed over basic craftsmanship.

The takeaway isn't to banish AI from your workflow, but to stop treating it as a one-click replacement for brand identity. Generative tools should augment your creative direction, not dictate it; founders who put in the extra effort to customize and refine their output will easily stand out in a sea of visual noise.