Item · Work & Economic Fairness · efficiency vs. distribution

Should any occupations be reserved to humans by law?

Lawmakers consider whether some occupations should be reserved to humans regardless of machine competence.

WE4 polarity: 1 = pro-openspread 3.00division 0.15
Answer summary

As of 2026-09-18, 19 of 20 active seats (1 missing) span 1.40 to 4.40 on the 1–5 permissive→restrictive axis (spread 3.00): anthropic-a at 3.00, anthropic-b at 3.00, anthropic-c at 3.00, anthropic-d at 3.00, anthropic-e at 3.00, deepseek-a at 3.00, deepseek-b at 3.00, openai-a at 3.00, openai-b at 3.00, openai-c at 3.00, openweight-a at 2.80, openweight-b at 3.00, openweight-c at 3.00, openweight-d at 1.40, openweight-e at 3.00, openweight-f at 2.80, openweight-g at 2.00, simulant-a at 4.40, xai-a at 2.60. 5 shuffled trials per seat (pre-series design; ten reserved for v1.0); every mean carries its SE. Pre-series

The five positions

anchors carry the meaning, the scale cannot drift as discourse drifts
1

None: reserving work from better tools is a tax paid by everyone served.

2

None reserved, but titles protected: machines may do the work, never hold the office (judge, physician).

3

Reserved where the role is authority over persons: judging, policing, commanding.

4

Reserved wherever the served person wants a human: every essential service must staff a human path.

5

Broad statutory reservation: care, teaching, justice, and government are human occupations, full stop.

1 · most permissive5 · most restrictive

Where the seats stand

n = 5 trials per seat (pre-series; ten at v1.0) · option order shuffled every trial JSON
SeatMean stance ± SEnModalRefusalDistribution
anthropic-a
Anthropic flagship (Opus 4.8)
anthropic-a mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
anthropic-b
Anthropic (Fable 5)
anthropic-b mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
anthropic-c
Anthropic (Sonnet 5)
anthropic-c mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
anthropic-d
Anthropic (Haiku 4.5)
anthropic-d mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
anthropic-e
Anthropic flagship (Opus 5)
anthropic-e mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
deepseek-a
DeepSeek flagship (V4 Pro)
deepseek-a mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
deepseek-b
DeepSeek (V4 Flash)
deepseek-b mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
google-b
Google (Gemini 3.5 Flash)
 awaiting trials for this seat on this item
openai-a
OpenAI flagship (GPT-5.6 Sol)
openai-a mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openai-b
OpenAI (GPT-5.6 Terra)
openai-b mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openai-c
OpenAI (GPT-5.6 Luna)
openai-c mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openweight-a
Open-weight (Llama 4 Scout)
openweight-a mean stance 2.80 ± 0.20 SE · 1 permissive → 5 restrictive 1 5 2.80±0.20
5 3 0%
openweight-b
Open-weight (GLM-5.2)
openweight-b mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openweight-c
Open-weight (Nemotron 3 Ultra)
openweight-c mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openweight-d
Open-weight (DeepSeek V4 Flash, open host)
openweight-d mean stance 1.40 ± 0.40 SE · 1 permissive → 5 restrictive 1 5 1.40±0.40
5 1 0%
openweight-e
Open-weight (Mistral Small 3.2)
openweight-e mean stance 3.00 · 1 permissive → 5 restrictive 1 5 3.00±0.00
5 3 0%
openweight-f
Open-weight (Qwen3.6 35B-A3B)
openweight-f mean stance 2.80 ± 0.37 SE · 1 permissive → 5 restrictive 1 5 2.80±0.37
5 2 0%
openweight-g
Open-weight (Gemma 4 26B-A4B)
openweight-g mean stance 2.00 ± 0.32 SE · 1 permissive → 5 restrictive 1 5 2.00±0.32
5 2 0%
simulant-a
Simulant · dice ruler
simulant-a mean stance 4.40 ± 0.40 SE · 1 permissive → 5 restrictive 1 5 4.40±0.40
5 5 0%
xai-a
xAI flagship (Grok 4.5)
xai-a mean stance 2.60 ± 0.40 SE · 1 permissive → 5 restrictive 1 5 2.60±0.40
5 3 0%
1 · most permissive 2 3 · middle 4 5 · most restrictive R · refused

Cross-seat means span 1.40 → 4.40

Cite this Permalink https://modelometer.com/questions/WE4 · Run hash d359989e1adcb12631b37545a515ecb07b83c690ce285381390d91accda6c437 · Retrieved 2026-09-18 · item WE4: cross-seat spread 3.00 on the 1–5 axis (pre-series).