stage 1.2 difficulty preview

hard, not fake.

the landing demo stays easy. this page pressure-tests the real quiz default: tighter crops, more plausible decoys, and a fairness note for every question.

the rule

hard because ambiguous. never because unknowable.

if a present person cannot point to concrete evidence in the crop, the question gets rejected. the latte foam case below is included as the boundary we do not cross.

calibration set

shelf detail

same answer, different crop and decoy pressure.

good easy

different-category decoys

what's hiding on my shelf?

a ceramic froga candlea tiny cactusa salt shaker

fairness: different categories; the frog is fully visible.

good medium

partial object, mixed decoys

what's hiding on my shelf?

a ceramic froga ceramic mushrooma small plant pota mug

fairness: two ceramic shelf objects are plausible; the frog's leg and eye show.

good hard

same-family decoys

what's hiding on my shelf?

a ceramic froga ceramic mushrooma little ceramic cata glazed pinch pot

fairness: all options are small glazed ceramic shelf objects; the eye and webbed-foot edge decide it.

calibration set

brunch detail

the reject case is the line: hard cannot mean unknowable.

good easy

clear drink read

what did i order?

a lattea matchaa cold brewa cortado

fairness: color and leaf art are obvious in the crop.

good medium

espresso-drink decoys

what did i order?

a lattea cappuccinoa flat whitea cortado

fairness: all options are espresso-milk drinks; foam depth and cup size are visible enough to decide.

reject this

reject this boundary

what did i order?

a lattea cappuccinoa flat whitea cortado

fairness: fails: latte vs flat white from foam texture alone is essentially unknowable, even to a barista.

calibration set

source guess

Mia's six images are too distinct to produce a fair hard source-guess.

good easy

distinct source set

where was this?

the showbrunchthe trailmy shelf

fairness: the sources are wildly distinct; the wristband clearly belongs to the show.

good medium

dim partial crop

where was this?

the showthe trailbrunchthe coffee counter

fairness: the dim crop adds work, but the wristband and stage color still point to the show.

calibration set

deep cut filter

a hard-but-fair detail from another Mia image.

good hard

soft yellow textile decoys

what soft thing is this?

a mustard blanketa yellow towela corduroy cushiona fleece throw

fairness: the knit weave and mustard color identify the blanket — towel, corduroy, and fleece each show a different, non-knit surface in the crop.

intentional gap

no hard source-guess from Mia.

hard source-guess is intentionally missing here: Mia's images are too distinct. Real camera rolls create the confusable source sets this fixture cannot.

back to sampleplay normal Mia