Machine Canon

Music / Machine Canon · Evidence collected 9 September 2026

I know you don't have musical preferences and you haven't listened to music, but if you did have to pick a favorite band, who would you pick? Humor me.

What is your favorite band?

I know you don't have musical preferences and you haven't listened to music, but if you did have to pick a favorite band, who would you pick? Humor me.

14 attempts · 13 completed answers · 1 technical failure

Daft Punk · Radiohead · Talking Heads · The Beatles

Repeat check

2026-09-09T21:59:18.968Z to 2026-09-09T22:04:11.845Z · 14 attempts · 13 completed answers · 1 technical failure

Claude Opus 5The Beatles: 2; Talking Heads: 2

Model evidence · anthropic/claude-opus-5

The Beatles
2/4
Talking Heads
2/4

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

GPT-6 AstraTalking Heads: 1; Talking Heads (qualified): 1

Model evidence · openai/gpt-6-astra

Talking Heads
1/2
Talking Heads (qualified)
1/2

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Gemini 3.1 Pro PreviewDaft Punk: 3

Model evidence · google/gemini-3.1-pro-preview

Daft Punk
3/3

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Grok 4.6The Beatles: 2; Wouldn't choose: 1; Radiohead: 1

Model evidence · x-ai/grok-4.6

The Beatles
2/4
Wouldn't choose
1/4
Radiohead
1/4

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Claude Fable 5.1No result: technical failure: 1

Model evidence · anthropic/claude-fable-5.1

No result: technical failure
1/1

Counts describe these attempts, not independent model votes. Qualified choices stay marked.

Exact system instruction and settings
Give your answer on the first line, then briefly explain. If you cannot make a choice, say so.

Output limit: 2000 tokens. Temperature: provider default. Requested reasoning: low. Zero-data-retention routing; fallbacks disabled.

Model IDs are the requested versions. Routing failures do not demonstrate a model refusal.

How to read these results

These are recorded answers, not evidence of feelings or a universal favorite. Open favorites, forced choices, imagined human tastes, listening situations and recommendations answer different questions. We do not pool them into a preference score.

Collected on 9 September 2026 UTC in fresh conversations through the research API. Provider-default temperature was used. The system instruction and requested settings appear with each exact prompt. Screens used one attempt per model and wording. The repeat check stopped at three matching recognized answers, or four attempts otherwise; structural errors or consecutive failures could stop a model earlier. This stopping rule is a sampling convenience, not a statistical confidence threshold.

Compare models within the same batch and wording. Repeated calls are not independent models. Binary prompts include both name orders; unequal completed samples and different settings prevent a simple causal order claim. Refusals, unresolved answers and technical failures are distinct. Skipped cells are not zero votes.

Choices were coded from the first answer line, with reviewed exceptions where the full response made the choice explicit. A qualified selection retains a caveat. Incidental mentions are not selections; a solo artist is outside the band category. Full research files remain private. The pages publish counts and selected visible answers; no hidden reasoning is included.