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no-spec Practical advocacy for designers

Why Speculation Hurts

An analytical essay on this topic is in progress at no-spec.

The piece is being written by no-spec editors. While it is being finalised, here are nearby resources on the site:

Speculation in the AI era

The harm compounds when the speculative entry is generated: the client gets undifferentiated output, the designer gets nothing, and nobody can say who made the file. AI mockups are the new unpaid pitch and AI-generated logos and copyright take this up in the Proof of Work pillar.