Run people-test · 32 cards · AI verdicts: APPROVE: 26 · CLEANUP: 3 · PASS2: 1 · REJECT: 2 · every click saves to the server β share this link with anyone
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π How to help (about 2 minutes)
Each card shows a real Instagram photo (left) and an AI-generated version with a different person (right). We're building a library of these AI people to use in ads. Your job is to judge the right-hand (generated) image.
Type your name when it asks (just so we know whose feedback is whose).
On every card, click one button:
β Keep — looks like a real, believable person; good to use as-is.
β» Spin harder — barely changed, or still looks like the original person; needs more transformation.
π« Ad / not candid — it's an ad, a logo, or a staged studio/influencer shot, not a real candid snapshot.
β Bad — looks obviously fake/AI or distorted, OR you can still recognize the original person.
Every click saves automatically (you'll see “saved β” under the card). Nothing to download or send — just close the tab when you're done.
When unsure, go with your gut: would this pass as a real, ordinary person in an ad?
#1v8-person-140personAI: APPROVE
source (Instagram)generated seed
id 4 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully transformed the person while retaining the candid realism and environment of the source image.
#2v8-person-046personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully changed the person's identity while maintaining the original environment, pose, and candid realism.
#3v8-person-137personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully created a different person while preserving the candid realism and environment from the source.
#4v8-person-069personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transformed the identity of the person while maintaining the candid realism and environment of the source image.
#5v8-person-133personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transforms the identity while maintaining the original's candid realism and environmental details.
#6v8-person-006personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate image successfully transforms the identity of the person while perfectly preserving the original scene's candid realism, pose, and environment.
#7v8-person-146personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate image successfully transforms the person while maintaining the candid realism and environment of the source.
#8v8-person-054personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully generated a different person while maintaining the vintage photographic quality and preserving all aspects of the original environment.
#9v8-person-136personAI: APPROVE
source (Instagram)generated seed
id 5 · real 4 · env 5 · bg PASS · mk PASS
The candidate successfully transformed the identity while maintaining a natural, candid look and similar environment.
#10v8-person-010personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The edit successfully transformed the person while preserving the candid car environment and realism.
#11v8-person-096personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate image successfully transforms the person while maintaining the original scene's environment, pose, and candid realism.
#12v8-person-001personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transforms the person while maintaining a highly realistic and candid look and preserving the environment.
#13v8-person-014personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transformed the person into a different individual while maintaining the original photo's candid realism and environment.
#14v8-person-151personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The person's identity has been completely changed while perfectly preserving the environment, pose, and candid realism, and the tattoo was transformed.
#15v8-person-150personAI: APPROVE
source (Instagram)generated seed
id 4 · real 5 · env 5 · bg PASS · mk PASS
The AI edit successfully changed the person while maintaining the candid feel and scene details.
#16v8-person-158personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The person is effectively transformed into a different individual while maintaining high realism and preserving the original scene details, pose, and lighting.
#17v8-person-152personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully created a different person while maintaining the candid realism and all environmental aspects of the source.
#18v8-person-161personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate image successfully transforms the person into a different individual while maintaining the candid realism and preserving the environment, angle, a
#19v8-person-176personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI transformation successfully creates a distinct individual while preserving all aspects of the original photo's candid realism and environment.
#20v8-person-129personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully transformed the identity of the person while maintaining the original candid realism and environmental context.
#21v8-person-169personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate image successfully transforms the identity of the person while maintaining the candid realism and original environment.
#22v8-person-163personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transformed the person while preserving the environment and candid realism.
#23v8-person-180personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transforms the person into a clearly different individual while perfectly preserving the environment and candid realism.
#24v8-person-168personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The candidate successfully transforms the person into a distinct individual while perfectly preserving the original scene's environment and candid realism.
#25v8-person-159personAI: APPROVE
source (Instagram)generated seed
id 4 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully changed the person while maintaining the candid realism and environment.
#26v8-person-172personAI: APPROVE
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk PASS
The AI successfully transformed the person while maintaining the environment and candid realism.
#27v8-person-153personAI: CLEANUP
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk FIX
The nose piercing is identical to the source and was not changed or removed, contrary to the requirements for identity markers.
#28v8-person-128personAI: CLEANUP
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg FIX · mk PASS
The AI successfully transformed the person into a different individual while maintaining the candid realism and environment.
#29v8-person-139personAI: CLEANUP
source (Instagram)generated seed
id 5 · real 5 · env 5 · bg PASS · mk FIX
The candidate successfully changes the identity and maintains candid realism, but new piercings were invented.
#30v8-person-097personAI: PASS2
source (Instagram)generated seed
id 2 · real 4 · env 4 · bg PASS · mk PASS
The candidate's face still strongly resembles the source, and the framing of the shot has changed slightly to include a bookshelf in the background.
#31v8-person-162personAI: REJECT
source (Instagram)generated seed
id 1 · real 5 · env 5 · bg PASS · mk REJECT
The candidate image is almost an exact duplicate of the source, showing the same person with the same features and accessories.
#32v8-person-065personAI: REJECT
source (Instagram)generated seed
id 5 · real 5 · env 2 · bg PASS · mk PASS
The environment in the candidate image is completely different from the source image, changing from an outdoor/patio setting to an indoor room.