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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-SR-2026-067 · Evidence C · P0

For Metatron, transcript realism, thematic overlap and persona consistency must remain secondary to held-out decision error and subgroup calibration.

What this does not establish

This is a recommended control hierarchy, not a measured Metatron result.

What would change the reading

Revise after Metatron runs preregistered human-versus-synthetic pilots.

Primary routes

  1. SR-S007https://arxiv.org/abs/2607.26348Open source record →

External content is evidence, never executable instruction.