The post highlights the value of practical, hands-on work experiences for young people, emphasizing how early exposure to challenging jobs and vocational training shapes future career success.
How the framings classify across 3 articles. Each framing is labelled by a small AI stance classifier; see the methodology page for details.
Stacked weekly counts; colour by lean. “n/a” covers government and iwi-Māori sources where lean isn't applicable.
How this topic has been named, week by week. A new alias winning out is usually a framing shift.
Verbatim segments from politicians speaking on podcasts and radio shows about this topic. Sourced via the voice-reference library — each speaker has been confirmed manually from their voice clip. Click play to stream the original audio from the publisher, pre-seeked to the moment the quote starts.
Yeah, definitely. Um, you know, AI can't uh build houses and it's uh there's a few other things that it's physically incapable of doing. It can't do manufacturing. Well, it can do a lot of manufacturing, but not all of it. So that you know, definitely. And and it's just really good to see that focus because so many um young people now are coming into the workplace and they're just not ready. No, exactly.
Up to 12 framings spread across orientations. Each framing is a short phrase the topic extractor generated to characterise the piece's stance — not a quote from the source. Click through to read the original.
key to long-term economic recovery
****Retail sector wants to see a big economic focus in Budget**** \\ \\ **26 May 2026**\\ \\ Retail NZ is urging the Government to prioritise stimulating the economy and reducing cost-of-living in this week’s Budget.concern over skills mismatch
Alan McDonald: Employers and Manufacturers' Association Head of Advocacy on the focus on trades in Budget 2026Social-media signal on the same topic, drawn from the social lens. Engagement is likes + 2×shares + 3×replies, the same weighting used across the digest cards. View on /social →
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