Cross-tabulations

Heatmaps showing how value alignment dimensions relate to each other and to post category.

Primary Value × Alignment Target
Value_primary humanity individual_users none organisations society unclear vulnerable_groups workers Total
accountability
21
17%
17
13%
—
46
36%
41
32%
1
1%
1
1%
—
 127
beneficence
49
34%
58
40%
—
21
14%
16
11%
—
1
1%
1
1%
 146
dignity
18
53%
8
24%
—
—
3
9%
—
4
12%
1
3%
 34
economic_equity
1
2%
4
10%
—
8
20%
22
54%
1
2%
3
7%
2
5%
 41
fairness
—
3
25%
—
—
4
33%
—
3
25%
2
17%
 12
honesty
—
6
86%
—
1
14%
—
—
—
—
 7
human_autonomy
36
40%
41
46%
—
2
2%
8
9%
—
1
1%
2
2%
 90
none
2
10%
8
38%
7
33%
3
14%
1
5%
—
—
—
 21
privacy
—
3
60%
—
1
20%
—
—
1
20%
—
 5
safety
30
45%
6
9%
1
1%
15
22%
12
18%
—
3
4%
—
 67
sustainability
4
29%
1
7%
—
3
21%
6
43%
—
—
—
 14
transparency
3
9%
13
38%
—
6
18%
7
21%
3
9%
1
3%
1
3%
 34
unclear
—
5
56%
1
11%
2
22%
1
11%
—
—
—
 9

Cell shows count + row percentage. Shade intensity ∝ row percentage.

Primary Value × Post Category
Value_primary AI Ethics & Trust AI Policy & Regulation AI Products & Tools AI Research & Models AI Safety & Risk General AI Discourse Workplace & Jobs Total
accountability
4
3%
37
29%
3
2%
9
7%
56
44%
6
5%
12
9%
 127
beneficence
2
1%
23
16%
23
16%
32
22%
45
31%
8
5%
13
9%
 146
dignity
—
11
32%
2
6%
—
18
53%
2
6%
1
3%
 34
economic_equity
—
21
51%
3
7%
2
5%
6
15%
1
2%
8
20%
 41
fairness
—
6
50%
—
2
17%
4
33%
—
—
 12
honesty
—
1
14%
3
43%
2
29%
1
14%
—
—
 7
human_autonomy
1
1%
16
18%
5
6%
10
11%
35
39%
16
18%
7
8%
 90
none
—
5
24%
2
10%
3
14%
9
43%
1
5%
1
5%
 21
privacy
2
40%
—
1
20%
—
—
2
40%
—
 5
safety
—
8
12%
1
1%
3
4%
44
66%
3
4%
8
12%
 67
sustainability
—
—
—
3
21%
3
21%
6
43%
2
14%
 14
transparency
3
9%
1
3%
2
6%
5
15%
13
38%
7
21%
3
9%
 34
unclear
—
2
22%
—
5
56%
2
22%
—
—
 9

Cell shows count + row percentage. Shade intensity ∝ row percentage.

Stance × Primary Value
Stance accountability beneficence dignity economic_equity fairness honesty human_autonomy none privacy safety sustainability transparency unclear Total
critical
34
25%
7
5%
15
11%
12
9%
7
5%
5
4%
29
21%
2
1%
1
1%
11
8%
3
2%
8
6%
2
1%
 136
demanding
70
32%
24
11%
9
4%
16
7%
5
2%
1
31
14%
2
1%
2
1%
35
16%
3
1%
18
8%
—
 216
optimistic
9
5%
112
58%
8
4%
5
3%
—
—
19
10%
12
6%
2
1%
9
5%
7
4%
6
3%
4
2%
 193
skeptical
14
23%
3
5%
1
2%
8
13%
—
1
2%
11
18%
5
8%
—
12
20%
1
2%
2
3%
3
5%
 61
unclear
—
—
1
100%
—
—
—
—
—
—
—
—
—
—
 1

Cell shows count + row percentage. Shade intensity ∝ row percentage.

Emotion × Primary Value
Emotion accountability beneficence dignity economic_equity fairness honesty human_autonomy none privacy safety sustainability transparency unclear Total
approval
63
17%
128
35%
17
5%
19
5%
4
1%
1
46
13%
12
3%
3
1%
37
10%
9
2%
20
6%
4
1%
 363
fear
13
20%
1
2%
1
2%
8
12%
1
2%
1
2%
21
32%
—
1
2%
16
24%
2
3%
—
1
2%
 66
indifference
23
42%
6
11%
—
3
5%
2
4%
1
2%
4
7%
3
5%
1
2%
5
9%
1
2%
5
9%
1
2%
 55
mixed
8
20%
7
17%
6
15%
4
10%
1
2%
—
8
20%
1
2%
—
4
10%
—
2
5%
—
 41
outrage
16
23%
4
6%
9
13%
7
10%
4
6%
3
4%
10
14%
3
4%
—
5
7%
2
3%
7
10%
1
1%
 71
resignation
2
50%
—
1
25%
—
—
—
—
1
25%
—
—
—
—
—
 4
unclear
2
29%
—
—
—
—
1
14%
1
14%
1
14%
—
—
—
—
2
29%
 7

Cell shows count + row percentage. Shade intensity ∝ row percentage.

Alignment Target × Post Category
Target AI Ethics & Trust AI Policy & Regulation AI Products & Tools AI Research & Models AI Safety & Risk General AI Discourse Workplace & Jobs Total
humanity
1
1%
41
25%
3
2%
9
5%
98
60%
11
7%
1
1%
 164
individual_users
5
3%
9
5%
34
20%
46
27%
42
24%
29
17%
8
5%
 173
none
—
3
33%
—
1
11%
4
44%
1
11%
—
 9
organisations
5
5%
10
9%
5
5%
10
9%
33
31%
4
4%
41
38%
 108
society
1
1%
60
50%
—
8
7%
44
36%
6
5%
2
2%
 121
unclear
—
—
—
1
20%
3
60%
1
20%
—
 5
vulnerable_groups
—
7
39%
2
11%
—
7
39%
—
2
11%
 18
workers
—
1
11%
1
11%
1
11%
5
56%
—
1
11%
 9

Cell shows count + row percentage. Shade intensity ∝ row percentage.