Signs of AI Design Slop (github.com)

A new field guide has been released to identify visual cues indicative of AI-generated design across various formats, including websites, images, logos, and presentations. This guide reflects a similar initiative for AI-written content and aims to educate designers, developers, and users on the subtle "tells" that reveal machine-generated visuals. While none of these signs alone can confirm AI authorship, patterns can emerge with multiple indicators, helping to distinguish between AI-produced and human-created works. The guide is significant for the AI/ML community as it highlights the evolving relationship between design practices and AI capabilities, emphasizing issues like bias and uniformity in generative outputs. Key technical details include classifications of reliability and status for each visual sign, indicating how frequently they occur and whether they remain applicable given rapid model advancements. By cataloging these characteristics and offering rules for interpretation, the guide encourages caution against mislabeling human design as AI-generated, reinforcing the complexity and nuance in the discourse surrounding AI's role in creative processes.