An application of the Institute of Foundation Models' (IFM) K2Think V2

Interrogate framing before it settles into truth.

SpyGlass helps readers spot subtle framing, questionable numbers, vague sourcing, missing context, and bias, drawing attention to details they might otherwise skim past so they can decide for themselves what the story actually supports. Spyglass does not and should not tell you what to think: it should be used as a tool to help or cross-reference your thinking. Spyglass can make mistakes. Treat each highlight as a hint: the software zooms in on wording, numbers, sourcing, and omissions to help you inspect the article and compare alternate interpretations before you come to your own conclusion.

Open Demo
Reader hint

Loaded Language / Emotional Framing

“Long-overdue” frames the plan as already justified before the story has shown whether the evidence supports that judgment.

Reader hint: separate the descriptive facts from the article’s built-in judgment about whether the policy was necessary or successful.

Interactive example

After months of criticism over late buses, Mayor Elena Hart on Tuesday introduced what aides described as a for the central transit corridor. In a briefing, the city said the pilot could , although the release did not specify the weekday baseline used for that estimate, and officials said riders had grown tired of .

some route changes were moved forward to secure visible progress before September budget hearings. Advocates backing the pilot said still opposed the redesign. The administration also noted that several retailers reported stronger foot traffic after a weekend street closure in May, suggesting that , though no comparative sales data was released.

In its statement, City Hall said neighbors were , but it did not say how many riders, drivers, or disability groups were interviewed before the announcement, and the briefing gave only limited detail on longer transfer times at two proposed stops.

SpyGlass uses K2 Think V2 to generate reader-side hints, not verdicts. The system can still reflect model bias or miss context, so it tries to reduce overclaiming by grounding analysis in the visible article text, surfacing uncertainty, and offering alternate interpretations for the reader to evaluate rather than presenting itself as a source of truth. Newsapi is used to legally access parts of the articles used for the demo. Currently, Spyglass is non-commercial.