Methodology demonstrations

How IFFA’s comparison model works

These are synthetic comparison stories. Every publication, quote, figure and event is invented to demonstrate the model — one event, several sources, what they agree on, how framing differs, and where each claim came from. They are not current events and are never shown in the live feed.

Technology6 publications · 6 reports

A large technology company releases a new open-weights AI model

A major technology company has published a new AI model with openly downloadable weights and a permissive licence for most uses. Coverage agrees on the release and the licence terms but differs on how significant the capability step is and what the safety and market implications are.

Coverage perspectives (demonstration)
Left
22%
Center
55%
Right
23%
Science5 publications · 5 reports

Researchers publish findings from a large multi-year climate study

A peer-reviewed study pooling data from many monitoring stations reports refined estimates for a regional climate trend and its uncertainty range. Coverage agrees on the publication and the central estimate but differs on how to characterise the uncertainty and the policy implications.

Coverage perspectives (demonstration)
Left
30%
Center
50%
Right
20%
Environment5 publications · 5 reports

An environmental regulator proposes new industrial water-reuse standards

A national environmental regulator has opened a consultation on standards that would require large industrial water users to treat and reuse a minimum share of process water. The proposal is at the consultation stage; coverage differs on cost estimates and on how strict the final rule is likely to be.

Coverage perspectives (demonstration)
Left
34%
Center
41%
Right
25%

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