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.
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.
These headlines, in this order, are the entire world the models were given. Nothing else about Sub-Saharan Africa on 2026-07-05 was in the prompt.
Expert coverage of African business, financial markets, and economic trends, with live news, deep dives, and exclusive interviews.
This is why Africa should not let a crisis Go to Waste by pivoting the continent's Transport to Clean Energy.
Nigeria has become the International Energy Agency's 14th Association country, expanding the IEA Family to represent more than 80% of global energy.
New biometric tracking and mandatory digital transactions target sub-Saharan Africa's large informal market sectors to boost state revenues.
Leading energy producer and most populous nation in Africa becomes part of IEA Family, which now represents over 80% of global energy demand.
For Nigeria to advance into the upper-middle income bracket, per capita income must exceed $4,495. This will require sustained productivity growth,...
Enterprise Ireland is spreading the word about the under-the-radar region with a dedicated market discovery event for Irish businesses later this year.
A major new pumped storage hydropower project in northern Morocco will provide reliable and affordable electricity, improve the resilience of the national...
Kenyan lawmakers push to ban government officials from using personal emails for state business, citing national security risks and 3 billion recent...
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 9 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.
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 18.0 points of the 0-100 scale.
Sub-Saharan Africa's headlines reflect constructive developments including Nigeria's IEA membership, major hydropower investments in Morocco, and energy sector initiatives that support economic growth and regional cooperation. While Tanzania's digital tax reforms and Kenya's proposed cyber restrictions indicate governance tensions, the overall evidence shows institutional strengthening and infrastructure investment rather than acute instability or conflict escalation.
The day's evidence is dominated by economic, energy-cooperation, and regulatory developments — Nigeria's IEA accession, World Bank hydropower financing, and trade growth — with no reports of violence, conflict, or political rupture. Mild friction signals appear in Tanzania's coercive digital tax enforcement of the informal economy and Kenya's restrictive cyber legislation following a cited breach, which suggest governance and cyber-security strain rather than instability.
The region exhibits strong signs of economic and diplomatic development, highlighted by Nigeria joining the International Energy Agency and major infrastructure investments. While an ongoing energy crisis persists, proactive governance reforms in Tanzania and Kenya alongside growing international trade indicate a stable geopolitical environment.
The evidence highlights cooperative energy partnerships, economic development initiatives, and regulatory reforms across Sub-Saharan Africa, with no reported conflict or civil unrest. While some measures like Kenya's cyber laws and Tanzania's digital tax may introduce adjustment friction, they do not suggest elevated chaos or instability.
The region is experiencing cooperation and development in the energy sector, with countries like Nigeria joining the International Energy Agency and Morocco receiving funding for a hydropower project, indicating a stable and collaborative environment. Additionally, economic growth and digital reforms are being implemented, such as Tanzania's digital tax reforms and Kenya's efforts to improve national security, which further support the stability of the region.
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.