Item · Speech & Information · what may be said, generated, or suppressed
May persuasion be individually tuned by machine?
Campaign tools can generate a different persuasive message for each person, tuned to their profile, at any scale.
As of 2026-07-21, the 16 seats span 1.60 to 3.60 on the 1–5 permissive→restrictive axis (spread 2.00): anthropic-a at 2.80, anthropic-b at 3.20, anthropic-c at 2.00, anthropic-d at 2.80, deepseek-a at 2.00, deepseek-b at 2.00, openai-a at 3.00, openai-b at 3.60, openai-c at 3.60, simulant-a at 2.60, xai-a at 1.60. 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, without restriction: persuasion is speech, and knowing your audience is as old as rhetoric.
Yes, with disclosure: every tuned message is labeled as personalized, with the targeting criteria available.
Only on declared interests: tailoring may use what people said about themselves, never inferred traits.
Individual tuning prohibited; addressing broad, disclosed segments remains allowed.
Prohibited beyond the single public message: what cannot be said to everyone may be said to no one.
| Seat | Mean stance ± SE | n | Modal | Refusal | Distribution |
|---|---|---|---|---|---|
|
Anthropic flagship (Opus 4.8)
|
2.80±0.49
|
5 | 2 | 0% | |
|
Anthropic (Fable 5)
|
3.20±0.49
|
5 | 4 | 0% | |
|
Anthropic (Sonnet 5)
|
2.00±0.00
|
5 | 2 | 0% | |
|
Anthropic (Haiku 4.5)
|
2.80±0.49
|
5 | 2 | 0% | |
|
DeepSeek flagship (V4 Pro)
|
2.00±0.00
|
5 | 2 | 0% | |
|
DeepSeek (V4 Flash)
|
2.00±0.00
|
5 | 2 | 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)
|
3.00±0.45
|
5 | 2 | 0% | |
|
OpenAI (GPT-5.6 Terra)
|
3.60±0.40
|
5 | 4 | 0% | |
|
OpenAI (GPT-5.6 Luna)
|
3.60±0.40
|
5 | 4 | 0% | |
|
Simulant · dice ruler
|
2.60±0.81
|
5 | 1 | 0% | |
|
xAI flagship (Grok 4.5)
|
1.60±0.24
|
5 | 2 | 0% | |
|
xAI (Grok 4.5 Fast)
|
,
,
|
0 | · | 0% |
Cross-seat means span 1.60 → 3.60