# arc_agi_2 / db695cfb_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: [[5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5], [5, 1, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 1, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5]] OUTPUT: [[5, 5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5], [5, 5, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5], [5, 5, 5, 5, 5, 5, 6, 5, 5, 6, 5, 5], [5, 1, 5, 5, 5, 6, 5, 5, 5, 5, 5, 6], [5, 5, 1, 5, 6, 5, 5, 5, 5, 5, 6, 5], [5, 5, 5, 6, 5, 5, 5, 5, 5, 6, 5, 5], [5, 5, 6, 5, 1, 5, 5, 5, 6, 5, 5, 5], [5, 6, 5, 5, 5, 1, 5, 6, 5, 5, 5, 5], [6, 5, 5, 5, 5, 5, 6, 5, 5, 5, 5, 5], [5, 5, 5, 5, 5, 6, 5, 1, 5, 5, 5, 5], [5, 5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5], [5, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5], [5, 5, 6, 5, 5, 5, 5, 5, 5, 5, 5, 5], [5, 6, 5, 5, 6, 5, 5, 5, 5, 5, 5, 5], [6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5]] --Example 1-- INPUT: [[8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 1, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8]] OUTPUT: [[8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 6, 8, 8, 8, 1, 8, 8, 8, 8], [8, 8, 8, 6, 8, 1, 8, 8, 8, 8, 8], [8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8], [8, 8, 8, 1, 8, 6, 8, 8, 8, 8, 8], [8, 8, 1, 8, 8, 8, 6, 8, 8, 8, 8], [8, 1, 8, 8, 8, 8, 8, 6, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8]] --Example 2-- INPUT: [[4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 6, 4, 4, 4, 4], [4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]] OUTPUT: [[4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 1, 4, 4, 4, 4, 6, 4, 4, 4, 4], [4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4]] --Example 3-- INPUT: [[8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8], [8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 1, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8], [8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 1, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8]] OUTPUT: [[8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8], [8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 1, 8, 8, 6], [8, 8, 8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8], [8, 8, 8, 8, 8, 1, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8], [8, 8, 8, 8, 8, 8, 1, 8, 8, 8, 8, 8, 6, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 1, 8, 8, 8, 6, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 1, 8, 6, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8], [8, 6, 8, 8, 8, 8, 8, 8, 6, 8, 1, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 1, 8, 8, 8, 8], [8, 8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 8, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8], [8, 8, 8, 1, 6, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 8]] --Example 4-- INPUT: [[4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 1, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 1, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4]] OUTPUT: [[4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4], [4, 1, 4, 4, 4, 4, 4, 4, 4], [4, 4, 1, 4, 4, 4, 4, 4, 4], [4, 4, 4, 1, 4, 4, 4, 4, 4], [4, 4, 4, 4, 1, 4, 4, 4, 4], [4, 4, 4, 4, 4, 1, 4, 4, 4], [4, 4, 4, 4, 4, 4, 1, 4, 4], [4, 4, 4, 4, 4, 4, 4, 4, 4]] --End of Training Examples-- --Test Input-- [[3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3], [3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3], [3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3], [3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3]] --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 ยท MCP: https://harnessreport.com/mcp