More answers per prompt, same learning in 24 steps Reward gain over the first 24 steps, the mean of steps 16 to 23 minus the mean of steps 0 to 7, for 4, 8, and 16 answers per prompt. 4 answers: +0.053. 8 answers, three seeds: +0.050, +0.038, +0.098. 16 answers: +0.097. 0.00 0.12 reward gain over 24 steps +0.053 4, one seed +0.050 8, seed 1234 +0.038 8, seed 2 +0.098 8, seed 3 +0.097 16, one seed answers per prompt 16 answers stayed inside the range of the three seeds at 8.