The Struggle for Meaning Why the Fight Over AI Is Really About Who Gets to Speak

The essay translates the Semantic Economy framework into a movement-facing argument.

Its core sequence is:

• human meaning enters data and model systems;
• source and context may be severed;
• composed outputs retain the value while losing the contributor;
• the resulting imbalance is a labor and power problem.

The essay identifies affected groups including:

• content moderators;
• writers, artists, and musicians;
• teachers, translators, and care workers;
• communities with oral traditions;
• people represented through statistical averages rather than individual specificity.

Its intervention program includes:

Individuals - publish with clear attribution; - use consistent terms; - document contributions.

Organizers - treat communications as semantic infrastructure; - maintain shared definitions; - distribute work across multiple surfaces.

Communities - build independent archives; - develop shared vocabulary; - tell their own histories with provenance.