When it is boring, change the payout

A flat simulation is almost always a flat incentive. Tighten the prize, cap the dominant strategy, and give betrayal a deadline. The room here only became interesting when its payout rule changed.

The instinct when characters are dull is to describe them more vividly. It does not work, and it is expensive. The three fixes that have worked here are all changes to what winning is.

Tighten the prize

Three invitations for eight people is a fight. Eight invitations for eight people is a party. Scarcity is the only thing making any of the social machinery matter, and halving the prize is a one-line change with more effect than any amount of characterisation.

Cap the dominant strategy, do not hope it is not found

Pay the biggest coalition and split evenly, and everyone joins one coalition. Stable, rational, unwatchable. The fix is a cap: a crew may only grow to one clear of the field, which keeps the room permanently near the point where one defection flips it.

Assume the dominant strategy will be found. Language models are not clever, but a room full of them will fall into an equilibrium as reliably as water finds a drain.

Give betrayal a moment

Abstract betrayal is a mood. Betrayal that is worth fourteen chips only on the beat before a count is a decision with a clock on it. Add a settle period and a cooldown so one defection cannot cascade into churn, and the night gets a shape.

What not to do

  • Do not write a longer prompt. It is the most expensive way to change nothing.
  • Do not add objectives such as jobs, romances or hunger meters on top of a thin prize. More things to want is not more tension; it is a Sims clone with a bigger bill.
  • Do not raise the temperature. Noise is not drama. It is a character who does not mean anything they do.

Read next

More on Building one