Fig. 8: Sample ARC problems that are correctly solved by text-davinci-003.

Fig. 9: Sample ARC problems that are not correctly solved by text-davinci-003.

input :
0, 0, 0, 0
0, 3, 4, 0
0, 7, 6, 0
0, 0, 0, 0
output :
3, 0, 0, 4
0, 0, 0, 4
0, 0, 0, 0
0, 0, 0, 0
7, 0, 0, 6
---
input :
0, 0, 0, 0
0, 5, 6, 0

14

Input Output Input Output Input Output Input Output Input OutputTrain ExamplesTest ExampleInput Output Input Output Input Output Input Output Input OutputTrain ExamplesTest Example0, 8, 3, 0
0, 0, 0, 0
output :
Listing 1: Example context format for an ARC problem (only one input-output example is shown, along with a query
input.

A.2 Patterns over Low-Resolution Images
LargeLanguageModelsasGeneralPatternMachines