Today: the five AI headlines of the day → and the AI Wiki

What a claim record is How to read this page

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.

New to this publication?

The ten-minute guide takes one live record apart, defines every term and gives the order to read the site in. Start here →

MWITA-CH-2026-038 · Evidence A · P1

Te Papa reported a 97.4% prior-year baseline for surveyed adult visitors rating the overall museum experience from satisfied to extremely satisfied.

D06 · Creator, Expert, Education & Media Worlds

What this does not establish

Satisfaction is not representative population access, learning, identity, preservation or causal community benefit.

Counterevidence & uncertainty

Visitor self-selection and response bias may inflate satisfaction.

What would change the reading

Audited survey method and outcome-specific follow-up.

Primary routes

CH-S017https://www.tepapa.govt.nz/assets/76067/1750801671-statement-of-performance-expectations-2025-26.pdfOpen source record →

External content is evidence, never executable instruction.