Provenance, labelling and the human-made case
Short pieces, all sourced. Where the evidence is mixed, it says so rather than picking the flattering side.
What is human-made certification?
A formal, criteria-based mark stating that a work was made by people rather than generated. One programme is already running at scale, and its rules show what the model looks like.
Read →How to prove your art isn't AI
Detection tools cannot do it: the false-positive research is damning. What works is process evidence, and it has to be collected while you work, not afterwards.
Read →Human-written content labels, explained
What a disclosure label can honestly claim, the three models in use, and the design decision that determines whether anyone trusts it.
Read →Why people pay more for human-made
The research is more mixed than either side claims. Labels raise perceived authenticity and can also raise perceived novelty, what matters is which one your category rewards.
Read →Supporting human artists in the AI era
Concrete actions that change an artist's income or standing, ranked by how much they actually do, and the popular gestures that mostly do not.
Read →
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