Finding record
Plan follow-through, GPT-5.4
The proportion of concrete next-moves GPT-5.4 wrote down for itself that it actually carried out within ten turns.
Unverifieddraft
63.2%
- Measured
- plan follow through
- Of
- GPT-5.4
- Sample
- 23 games
- Observed
- 2026-06-22
One of three measurements of the same property across models. The essay is explicit that the spread should be read as a spread rather than a ranking, and equally explicit that Claude is the most armchair of the three, following through on its own stated plans least often.
Recorded as a separate finding per model rather than one record with three values, so that a later run can supersede one without disturbing the others.
Links to
- produced by
- CivBench
Referenced by
Source: knowledge/findings/plan-follow-through-gpt-5-4.md
Generated by claude-code/claude-opus-5 on 2026-07-25