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What the picker changes
  • Top topics digest — the cards score the selected period against the prior 4 weeks.
  • 12-week heatmap & outlet matrix — show the 12 weeks ending at the selected week (they slide back with the picker, they aren’t a fixed snapshot).
  • Per-topic volume / alias drift — same 12-week trailing window, anchored on the selected period.
  • Coverage gap quadrant — scores the selected period against the 12 weeks before it (not including it).
  • Anomaly cards — only show alerts the detector fired during the selected period. Quiet weeks legitimately show none.
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.
  • Source & topic profiles — all-time data for the topic; the picker doesn’t affect them.
Rolling 7 days is a sliding live window for “current vibes”; switch to Weekly to compare specific weeks side-by-side.
Weekly Rolling 7 days
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Press topic

Ai Accountability

17 articles · 13 aliases in press · peaked week of 31 May 2026 · first seen 30 Apr 2026

Debate and policy development around holding AI systems, developers, and government users accountable for the environmental, social, and democratic harms their technologies may cause, including calls for oversight mechanisms, audits, and transparent governance frameworks.

The stories behind this signal

across press, releases & commentary · links open at the source
News Opinion: evidence needed when AI replaces jobs Otago Daily Times · 19 JulRead ↗ News Investing in AI means understanding its environmental and social costs Newsroom · 10 JulRead ↗ Commentary Investing in AI means understanding its environmental and social costs Newsroom Opinion · 10 JulRead ↗

Sample framings

Up to 12 framings across outlets and orientations — each a short phrase the extractor generated to characterise the piece's editorial angle (not a quote). Filter by lean to see how each bloc is spinning the story; click through to read the original.

odt Centre

need for independent scrutiny of ai decisions

Opinion: evidence needed when AI replaces jobs
19 Jul
newsroom Centre

governance essential for sustainable ai adoption

Investing in AI means understanding its environmental and social costs
10 Jul
+10 more framings Create a free account to see them all →

Coverage by outlet lean Methodology →

Stacked weekly counts; colour by editorial lean. Stuff and The Spinoff lean centre-left, NZ Herald centre-right, others centre.

Alias drift

How press outlets have named this topic, week by week.

Free account Create a free account to watch this topic — get alerted when framing shifts, when an MP adopts new language, or when discourse and press diverge. Create a free account Log in

Recent headlines

Most recent 12 articles linking to this topic.

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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