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  • Top topics digest — the cards score the selected period against the prior 4 weeks.
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What stays as-is
  • Outlet orientation strip / lean colours — context-only, drawn from the last 12 weeks of activity regardless.
  • Co-occurrence graph — recent-activity anchored, not picker-driven.
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Week of 8 Jun 2026
This week
Topic

Autonomous Systems In Defence

7 items · 7 aliases · peaked week of 19 Apr 2026 · first seen 29 Apr 2026

A webinar discusses the need for New Zealand to modernize its defence strategy by shifting from slow, industrial-era acquisition methods to a faster, technology-driven model, emphasizing links between defence, economic security, and regional influence.

Volume by source orientation Methodology →

Stacked weekly counts; colour by lean. “n/a” covers government and iwi-Māori sources where lean isn't applicable.

Alias drift

How this topic has been named, week by week. A new alias winning out is usually a framing shift.

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In the press Methodology →

How the news corpus has covered this same topic over the last 12 weeks. 2 articles from RNZ, Stuff, NZ Herald, ODT, 1News, Newsroom and The Spinoff. Click through to the press view for the full panel.

12-week press volume 2 articles
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Heard on radio

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.

  • We aspirationally want to spend 2% of our GDP. The figure that the government has said is $12 billion, not all of it's new money. We still haven't actually defined what our joint operating model looks like. By that I mean how will we fight and win wars? There's a lot of definition around that and some of the technology is replaced rapidly so if you look at intelligence capabilities and collection capabilities in the data information age these things are not like ships that are replaced every 20 or 30 years so funding it is going to be a real challenge and a lot of our acquisition policy that sits in many government departments is still tied down by very dated and slow bureaucratic process. The other thing I'd say, Mike, is defence is not the only organisation that defends our national interest. There is clear opportunity here for the Director of our National Security Advisor and his deputy to bring the National Security Board together and ask deeper questions of the system.
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Sample framings

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.

daily-blog Left

transforming battlefield dynamics through automation

BEN MORGAN – A tactical revolution in Ukraine, but what next?
5 May
mike-hosking-breakfast Government / N-A

modern combat requires technological shift from traditional models

John Howard: NZ Initiative Fellow and retired Major General on the need for a overhaul of New Zealand's defence system
22 Apr
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How the public reacted

Social-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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