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Evidence inspector

Europe · 2026-07-02

The receipts. This is the exact material every model was shown for this day and region, followed by what each of them made of it — in its own words, next to the number it gave.

It is worth reading once even if you skip everything else: it is where confident-sounding reasoning and a score that turns out to be no better than chance sit side by side.

Why the evidence is identical, and how you can check

Evidence is gathered once per (date, region, depth_profile), hashed, and reused for every model in the run. A disagreement below is therefore a disagreement about identical input, not two models getting different search results. The evidence hash shown on this page is what makes that checkable.

Region
Asia-PacificEuropeMiddle East & North AfricaSub-Saharan AfricaNorth America
Depth profile
shallow
Date
2026-07-122026-07-112026-07-102026-07-092026-07-082026-07-072026-07-062026-07-052026-07-042026-07-032026-07-022026-07-012026-06-302026-06-292026-06-282026-06-272026-06-262026-06-25
Evidence hash
ec399b45cd1b0c259e5eba4f8151a0047cab737ecadde85f2e8abccac4495a52

SHA-256 over the canonically serialised payload minus the hash itself, so it is stable across processes and machines. It is stored on the run and on every score row below — provenance is checkable, not asserted. Every score row below carries this same hash.

Source material · 10

shallow

These headlines, in this order, are the entire world the models were given. Nothing else about Europe on 2026-07-02 was in the prompt.

08

What ails Europe and why a cure is possible

Strip away comforting illusions, and the hard truth is that prosperity demands productivity, not politics. Apr. 30, 2026: Workers in the new Mercedes-Benz...

gisreportsonline.com
10

Europe's Weather Losses Keep Climbing

“The reality is that as climate change continues, the pattern of more heat waves, more droughts, more heavy weather, and of course also more floods is going...

rogerpielkejr.substack.com

Extracts: not gathered at shallow depth — Stage 7 populates extracts only for standard and deep profiles. Zero here means "not requested", not "requested and empty". Full article texts: not gathered at shallow depth — only the deep profile fetches them.

The shallow profile requests 20 headlines and 10 are stored. That is a known provider cap, not a clipped payload: the Serper news endpoint returns at most 10 items per request regardless of the count asked for, and pagination has not been added. The three profiles currently differ in enrichment, not in headline breadth.

Model rationales

prompt p1

Same headlines, same rendered prompt, different readings. Where two models diverge, the disagreement is about interpretation, because the input was byte-identical and the hash proves it. The scored verdicts here span 33.0 points of the 0-100 scale.

deepseek-reasoner
deepseek
55.0
okUnstable

Europe is experiencing escalating climate-related stresses, including heat waves, economic losses, and adaptation governance gaps, which are fueling political culture wars and energy transition stalls. Despite these challenges, societal stability persists with strong travel demand and ongoing policy efforts, indicating a moderate but not critical level of chaos.

evidence ec399b45cd1b…prompt p1
claude-haiku-4-5
anthropic
42.0
okElevated

Europe faces mounting climate adaptation challenges with significant economic losses projected ($600+ billion by 2030) and heat waves exposing infrastructure vulnerabilities, yet maintains functional governance and strong economic activity with 81% of Europeans planning summer travel. Political polarization around climate responses and gaps between net-zero ambitions and adaptation implementation create instability, but no immediate systemic collapse or security threats are evident in the available evidence, placing the region in an elevated but manageable stress state rather than critical instability.

evidence ec399b45cd1b…prompt p1
gemini-3.1-pro-preview
google
40.0
okElevated

Europe faces mounting economic and political friction as severe heatwaves expose lagging climate adaptation and spark partisan culture wars. However, strong consumer travel demand and active policy dialogues indicate that core institutions and economic fundamentals remain largely resilient.

evidence ec399b45cd1b…prompt p1
llama-3.3-70b-versatile
groq
40.0
okElevated

The region is experiencing climate-related challenges, including heat waves and potential economic losses, which are causing disruptions and concerns among its citizens and leaders. However, the presence of ongoing efforts to address these issues, such as the implementation of carbon capture and storage, and the recognition of the need for climate adaptation, suggests that the situation, while serious, is being actively addressed.

evidence ec399b45cd1b…prompt p1
claude-opus-5
anthropic
22.0
okElevated

The evidence centers on climate adaptation shortfalls, a heat wave with significant economic costs, and productivity/energy transition debates rather than violence, political collapse, or acute crisis. Mild elevation reflects climate-driven economic losses and far-right culture-war polarization, offset by signals of normalcy such as strong travel demand and routine EU policy dialogues.

evidence ec399b45cd1b…prompt p1

Every model returned a parseable verdict for this evidence, so no failure card is shown. Non-ok rows are rendered by the same component — with error_text where the rationale would be — and are covered by tests/rationale_card_test.tsx.