Topics›publicassertionEmployers should disclose when AI materially influences a hiring decisio
Employers should disclose when AI materially influences a hiring decision.
76 participants11 written responses2 response optionsUpdated active today
Choices
What do you think?
Audience overview
✦Balanced briefAI-assisted · reviewed against leading responses
Responses emphasize that the stated goal is broadly shared while disagreeing about cost, scope, accountability, and whether a uniform rule or locally adaptable approach would work better.
Most active cityAustin14 opted-in participants
Leading positionDisagree · 56%Based on one endorsement per participant
Support across views25%Endorsed a response from another position
Aggregates only · minimum n=10
Common ground
Where responses overlap
✓ The policy should be evaluated against concrete outcomes and unintended consequences.
Key disagreements
What remains unresolved
◇ Whether a broad rule or a narrower, adaptable approach is more likely to work.
Responses
Response highlights
Standout responses across all positions
Select a position above to compare its most endorsed, persuasive, liked, and active responses.
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Most endorsedTheo WilliamsDisagree · 16 endorsements
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Most persuasiveFarah PatelDisagree · 95 persuasion · 1 shifts
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Most likedTheo WilliamsDisagree · 34 likes
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Most activeTheo WilliamsDisagree · 4 replies · 5 levels deep
The alternative deserves more weight because it can be reversed if the evidence changes and does not require every community to make the same choice. The assertion is substantially correct.
90 persuasion1 view shifts2 endorsements from other positions
The overlooked tradeoff is implementation capacity. A sound principle can still fail if the responsible institution cannot apply it consistently. The assertion is substantially correct.
74 persuasion1 view shifts1 endorsements from other positions
The overlooked tradeoff is implementation capacity. A sound principle can still fail if the responsible institution cannot apply it consistently. The assertion is substantially correct.
80 persuasion3 view shifts3 endorsements from other positions
The alternative deserves more weight because it can be reversed if the evidence changes and does not require every community to make the same choice. The assertion is substantially correct.
84 persuasion0 view shifts1 endorsements from other positions
The strongest case for this option is practical: it sets a clear goal while leaving room to measure whether the policy actually works. The assertion is substantially correct.
64 persuasion1 view shifts1 endorsements from other positions
A useful decision should begin with the people most affected, then compare administrative cost with the likely public benefit. The assertion is substantially incorrect.
What could change this viewReliable outcome data showing that a different approach works better without shifting the burden elsewhere.
75 persuasion4 view shifts5 endorsements from other positions
Fairness here is not only about equal treatment; it is also about whether people facing different barriers can realistically use the policy. The assertion is substantially incorrect.
What could change this viewReliable outcome data showing that a different approach works better without shifting the burden elsewhere.
95 persuasion1 view shifts1 endorsements from other positions
I support the direction but would narrow the rule, publish measurable criteria, and require a scheduled review after the first year. The assertion is substantially incorrect.
85 persuasion2 view shifts2 endorsements from other positions
Fairness here is not only about equal treatment; it is also about whether people facing different barriers can realistically use the policy. The assertion is substantially incorrect.
89 persuasion0 view shifts1 endorsements from other positions
A useful decision should begin with the people most affected, then compare administrative cost with the likely public benefit. The assertion is substantially incorrect.
69 persuasion1 view shifts1 endorsements from other positions
I support the direction but would narrow the rule, publish measurable criteria, and require a scheduled review after the first year. The assertion is substantially incorrect.
What could change this viewReliable outcome data showing that a different approach works better without shifting the burden elsewhere.
79 persuasion1 view shifts1 endorsements from other positions
