Enact legal protections for workers against replacement or displacement by AI, such as notice, bargaining rights or limits on replacement.

Support, oppose, and no stated position across tracked Democratic House candidates. Counts are candidates, not districts. Only fact-checked answers enter those three buckets. A missing cosponsorship is not an absence — candidates we have not statement-researched yet show as not yet researched and stay out of the share.

All tracked candidates

Every active Democrat on the Atlas roster for this cycle.

Support52 (12%)
Oppose0 (0%)
No stated position170 (39.2%)

Mixed: 0
Unclear: 212
Not yet researched: 2

436 candidates in this group · 434 in the support / oppose / no-stated share

Incumbents

Sitting House members on the November ballot.

Support23 (12.8%)
Oppose0 (0%)
No stated position57 (31.7%)

Mixed: 0
Unclear: 100
Not yet researched: 2

182 candidates in this group · 180 in the support / oppose / no-stated share

Challengers and open seats

Challengers plus open-seat candidates (everyone who is not an incumbent).

Support29 (11.4%)
Oppose0 (0%)
No stated position113 (44.5%)

Mixed: 0
Unclear: 112
Not yet researched: 0

254 candidates in this group

DSA / Justice Democrats–backed

Reviewed membership or endorsement by Democratic Socialists of America or Justice Democrats. Overlaps the groups above.

Support3 (42.9%)
Oppose0 (0%)
No stated position2 (28.6%)

Mixed: 0
Unclear: 2
Not yet researched: 0

7 candidates in this group

Preview only. Production publish waits on Peter. Mixed and unclear stay separate from oppose. No stated position means a checked statement absence only — never a missing cosponsorship — and is never counted as opposition.