# arc_agi_2 / d59b0160_0

- taskset: [arc_agi_2](https://harnessreport.com/tasks/arc_agi_2.md)
- difficulty: hard
- category: reasoning
- language: 
- runnable from the site: no
- agent timeout: 600s

## Results by harness

_none yet_

## Instruction

```
You are participating in a puzzle solving competition. You are an expert at solving puzzles.

Below is a list of input and output pairs with a pattern. Your goal is to identify the pattern or transformation in the training examples that maps the input to the output, then apply that pattern to the test input to give a final output.

Write your answer as a JSON 2D array to `/testbed/output.json`.

--Training Examples--
--Example 0-- 

 INPUT: 

[[4, 7, 1, 3, 7, 7, 7, 9, 6, 4, 7, 7, 7, 7, 7, 7], [7, 7, 7, 3, 7, 7, 7, 4, 5, 9, 7, 7, 0, 0, 0, 7], [2, 7, 7, 3, 7, 7, 7, 0, 0, 0, 7, 7, 0, 4, 0, 7], [3, 3, 3, 3, 7, 7, 7, 0, 0, 0, 7, 7, 0, 0, 1, 7], [7, 7, 7, 7, 7, 7, 7, 6, 5, 0, 7, 7, 0, 2, 0, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 0, 0, 0, 0, 9, 0, 0, 5, 7, 7, 7, 7, 7], [7, 7, 7, 0, 0, 9, 0, 2, 9, 0, 0, 7, 7, 7, 0, 0], [7, 7, 7, 2, 0, 0, 0, 0, 0, 0, 0, 7, 7, 7, 1, 4], [7, 7, 7, 0, 0, 1, 0, 4, 0, 0, 8, 7, 7, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 0], [0, 0, 0, 0, 0, 0, 0, 1, 7, 0, 0, 0, 0, 7, 0, 0], [9, 5, 0, 9, 0, 0, 8, 6, 7, 9, 0, 0, 8, 7, 6, 0], [0, 4, 2, 6, 0, 0, 0, 0, 7, 0, 6, 0, 5, 7, 0, 0], [2, 0, 0, 0, 6, 0, 0, 0, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 2, 2, 0, 7, 0, 8]]

OUTPUT: 

[[4, 7, 1, 3, 7, 7, 7, 9, 6, 4, 7, 7, 7, 7, 7, 7], [7, 7, 7, 3, 7, 7, 7, 4, 5, 9, 7, 7, 7, 7, 7, 7], [2, 7, 7, 3, 7, 7, 7, 0, 0, 0, 7, 7, 7, 7, 7, 7], [3, 3, 3, 3, 7, 7, 7, 0, 0, 0, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 6, 5, 0, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 4], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 1, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 9, 0, 0, 8, 7, 6, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 6, 0, 5, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 2, 2, 0, 7, 0, 8]]

--Example 1-- 

 INPUT: 

[[7, 9, 7, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 3, 7, 7, 0, 0, 0, 7, 7, 7, 0, 0, 0, 7], [5, 7, 6, 3, 7, 7, 1, 0, 0, 7, 7, 7, 6, 0, 4, 7], [3, 3, 3, 3, 7, 7, 0, 5, 0, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 0, 0, 0, 7, 7, 7, 0, 9, 0, 7], [7, 7, 7, 7, 7, 7, 2, 0, 6, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 0, 0, 0, 7, 7, 7, 0, 8, 0, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 1, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 0, 0, 5, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 9, 0, 8, 0, 0, 0, 7, 7, 7, 0, 0, 0, 0, 9], [7, 0, 0, 0, 0, 0, 4, 0, 7, 7, 7, 0, 6, 0, 0, 0], [7, 0, 2, 0, 4, 0, 0, 0, 7, 7, 7, 0, 0, 0, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 5, 1, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 0, 0, 0, 0]]

OUTPUT: 

[[7, 9, 7, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 3, 7, 7, 0, 0, 0, 7, 7, 7, 0, 0, 0, 7], [5, 7, 6, 3, 7, 7, 1, 0, 0, 7, 7, 7, 6, 0, 4, 7], [3, 3, 3, 3, 7, 7, 0, 5, 0, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 0, 0, 0, 7, 7, 7, 0, 9, 0, 7], [7, 7, 7, 7, 7, 7, 2, 0, 6, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 0, 0, 0, 7, 7, 7, 0, 8, 0, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 1, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 0, 0, 5, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 9, 0, 8, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 0, 0, 4, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 2, 0, 4, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7]]

--Example 2-- 

 INPUT: 

[[7, 6, 7, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [1, 7, 7, 3, 7, 7, 7, 0, 8, 0, 0, 0, 5, 0, 0, 0], [7, 7, 8, 3, 7, 7, 7, 0, 5, 0, 0, 6, 0, 0, 0, 0], [3, 3, 3, 3, 7, 7, 7, 4, 0, 0, 0, 0, 0, 8, 0, 0], [7, 7, 7, 7, 7, 7, 7, 9, 0, 0, 6, 0, 0, 0, 4, 0], [7, 0, 0, 0, 0, 0, 7, 0, 0, 0, 0, 5, 9, 0, 5, 0], [7, 5, 2, 2, 0, 0, 7, 9, 0, 0, 0, 0, 8, 0, 0, 0], [7, 0, 0, 1, 0, 0, 7, 1, 0, 0, 2, 0, 0, 0, 0, 6], [7, 0, 0, 5, 5, 0, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 9, 0, 7, 7, 7, 0, 9, 0, 0, 7, 7, 7], [7, 0, 0, 0, 6, 0, 7, 7, 7, 0, 0, 0, 0, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 0, 0, 0, 7, 7, 7], [7, 7, 6, 1, 0, 0, 0, 0, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 0, 2, 0, 0, 0, 0, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 0, 8, 0, 0, 0, 0, 7, 7, 7, 7, 7, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0]]

OUTPUT: 

[[7, 6, 7, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [1, 7, 7, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 8, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [3, 3, 3, 3, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 5, 2, 2, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 1, 0, 0, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 5, 5, 0, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7], [7, 0, 0, 0, 9, 0, 7, 7, 7, 0, 9, 0, 0, 7, 7, 7], [7, 0, 0, 0, 6, 0, 7, 7, 7, 0, 0, 0, 0, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 0, 0, 0, 7, 7, 7], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0, 0, 0, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0], [7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 0, 0]]


--End of Training Examples--

--Test Input--
[[7, 2, 7, 3, 7, 7, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7], [7, 7, 5, 3, 7, 7, 0, 0, 6, 7, 0, 0, 0, 0, 0, 7], [7, 4, 7, 3, 7, 7, 0, 0, 1, 7, 4, 0, 5, 0, 0, 7], [3, 3, 3, 3, 7, 7, 0, 0, 0, 7, 4, 0, 8, 0, 0, 7], [7, 7, 7, 7, 7, 7, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7], [9, 0, 7, 7, 7, 7, 0, 0, 0, 7, 9, 0, 0, 0, 0, 0], [0, 8, 7, 0, 0, 7, 0, 5, 0, 7, 0, 0, 0, 6, 5, 0], [0, 0, 7, 0, 0, 7, 2, 0, 4, 7, 0, 2, 0, 0, 0, 0], [0, 0, 7, 0, 0, 7, 0, 0, 0, 7, 0, 0, 4, 0, 8, 0], [0, 0, 7, 0, 5, 7, 0, 1, 0, 7, 0, 9, 4, 0, 5, 0], [6, 0, 7, 0, 5, 7, 0, 0, 9, 7, 7, 7, 7, 7, 7, 7], [0, 0, 7, 5, 0, 7, 0, 0, 1, 7, 7, 0, 0, 0, 0, 0], [5, 0, 7, 5, 0, 7, 0, 9, 0, 7, 7, 0, 0, 9, 0, 1], [0, 0, 7, 0, 5, 7, 0, 9, 8, 7, 7, 1, 0, 4, 0, 0], [5, 0, 7, 0, 4, 7, 0, 0, 0, 7, 7, 7, 7, 7, 7, 7], [0, 0, 7, 0, 2, 7, 0, 0, 5, 7, 7, 7, 7, 7, 7, 7]]
--End of Test Input--
```
---
Harness Report runs agent harnesses from their GitHub repos on Harbor tasks and records every model call. Every page is also `.md` and `.json`; index: https://harnessreport.com/llms.txt · MCP: https://harnessreport.com/mcp
