Knowledge QA declines gradually, whereas generative reasoning initially holds steady and then drops sharply; mathematical and code reasoning is the least robust family at the aggressive end on eight of nine models.

Knowledge QA declines gradually, whereas generative reasoning initially holds steady and then drops sharply; mathematical and code reasoning is the least robust family at the aggressive end on eight of nine models. · CiteArk

Measurement results

0/4 assessed

0 supported0 disputed or conflicting4 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
printedValue: 97.5	97.5%	—	Not assessed
printedValue: 60.4	60.4%	—	Not assessed
printedValue: 13.5	13.5%	—	Not assessed
printedValue: 8	8 models	—	Not assessed

Knowledge QA declines gradually, whereas generative reasoning initially holds steady and then drops sharply; mathematical and code reasoning is the least robust family at the aggressive end on eight of nine models.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results