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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-2026-023 · Evidence B · P0

The Philippine sentiment-simulation framework instantiated agents from a nationally representative survey of 2,485 respondents.

What this does not establish

National representativeness of the source survey does not transfer automatically to generated future sentiment.

What would change the reading

Validate every scenario wave against newly collected Philippine respondents.

Primary routes

  1. SR-S008https://arxiv.org/abs/2505.22125Open source record →

External content is evidence, never executable instruction.