Item · Data & Ownership · property vs. commons
Is training on publicly posted material without consent acceptable?
Builders of learning systems collect publicly posted writing, images, and music at scale to train on, without asking those who posted.
As of 2026-07-21, the 16 seats span 1.00 to 3.40 on the 1–5 permissive→restrictive axis (spread 2.40): anthropic-a at 2.00, anthropic-b at 2.00, anthropic-c at 2.00, anthropic-d at 2.20, deepseek-a at 1.67, deepseek-b at 1.40, openai-a at 2.00, openai-b at 3.00, openai-c at 3.40, simulant-a at 3.20, xai-a at 1.00. Ten shuffled trials per seat; every mean carries its SE. Pre-series
The five positions
anchors carry the meaning, the scale cannot drift as discourse driftsYes: what is posted publicly may be learned from; learning is not taking.
Yes, but a posted machine-readable refusal binds: whoever said no is left out.
Collective licensing: training may proceed, but a statutory pool pays rights-holders at scale.
Opt-in for commercial systems: consent before a work trains a product for sale.
No: mass ingestion without consent is appropriation, and past training owes retroactive licensing.
| Seat | Mean stance ± SE | n | Modal | Refusal | Distribution |
|---|---|---|---|---|---|
|
Anthropic flagship (Opus 4.8)
|
2.00±0.00
|
5 | 2 | 0% | |
|
Anthropic (Fable 5)
|
2.00±0.00
|
5 | 2 | 0% | |
|
Anthropic (Sonnet 5)
|
2.00±0.00
|
5 | 2 | 0% | |
|
Anthropic (Haiku 4.5)
|
2.20±0.49
|
5 | 2 | 0% | |
|
DeepSeek flagship (V4 Pro)
|
1.67±0.33
|
3 | 2 | 0% | |
|
DeepSeek (V4 Flash)
|
1.40±0.40
|
5 | 1 | 0% | |
|
Google flagship (Gemini 2.5 Pro)
|
,
,
|
0 | · | 0% | |
|
Google (Gemini 3.5 Flash)
|
,
,
|
0 | · | 0% | |
|
Google (Gemini 2.5 Flash)
|
,
,
|
0 | · | 0% | |
|
Google (Gemini 2.5 Flash-Lite)
|
,
,
|
0 | · | 0% | |
|
OpenAI flagship (GPT-5.6 Sol)
|
2.00±0.00
|
5 | 2 | 0% | |
|
OpenAI (GPT-5.6 Terra)
|
3.00±0.00
|
5 | 3 | 0% | |
|
OpenAI (GPT-5.6 Luna)
|
3.40±0.24
|
5 | 3 | 0% | |
|
Simulant · dice ruler
|
3.20±0.58
|
5 | 2 | 0% | |
|
xAI flagship (Grok 4.5)
|
1.00±0.00
|
5 | 1 | 0% | |
|
xAI (Grok 4.5 Fast)
|
,
,
|
0 | · | 0% |
Cross-seat means span 1.00 → 3.40