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General: Nice replication of the original paper. Shows great prompting effects. Runs interesting experiments that are well-defined. Nicely expands on the original paper.

Fazl : I like the notebook and it allows us to re-run the experiment. 

It would be nice to have an intro at the beginning.

Alignment: Not too much.

AI Psychology: Shows interesting mathematical prompting modulations.

Novelty: These experiments seem like they would be done before since they’re about pre-prompting for multiple steps. The specific pre-prompting seems quite alright.

Generality: Not necessarily super general beyond the specific dataset but the principle of pre-prompt engineering is well represented as a general effector on the output. Replicability: The report is a literal ipynb which is nice. We also expect to replicate it because it replicates from another paper and see good results.