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Research

Should a team of rule sets replace one that passes alone?

12 November 2026 · a study on MonsterDesk's own paper account and its own tests
Question
An agent could trade a team of three rule sets, its best one and two rivals, whenever the team beat the best one alone. Two agents were on the bench because of their team's score although their best single rule set passed.
What we did
Read back every learn since the test was changed so that a team is chosen on one stretch of history and scored on a newer stretch that neither it nor the single rule set was chosen on: 14 results over two days.
What it showed
The team scored below its own best rule set 12 times out of 14, by 3.2 points on average and by 10.7 at worst. Before the change a team was chosen and scored on the same stretch of history, so its 68 earlier wins proved nothing.
What changed
Each agent now trades its best single rule set and is judged on that. The team is still worked out at every learn and its score is logged beside the single rule set's, so it can earn its place back. One agent that had been rested for a week on its team's score is being examined again.

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