Rare find

ARC-AGI. A system that solves visual reasoning puzzles by breaking them down into steps and checking its own work.

github.com/beetree/ARC-AGI

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

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Updates

February 2026

Update README.md Feb 8
Ignore logs_* and .gemini Feb 5
Add task/test filter option to logs parser Feb 5
Remove tracked __pycache__ files Feb 4
Merge branch 'Johan_Land_Solver_V7' into main Feb 4
Ignore logs and __pycache__ artifacts Feb 4

January 2026

KAGGLE STABLE COMMIT POINT: No Code Interpreter Tool Usage Jan 11
Config: update solver models for V7 and add safety checks Jan 11
KAGGLE STABLE COMMIT POINT Jan 10
fix(solver): update total_cost calculation to use cost from result Jan 8
Add warning to use the V7 branch Jan 7
feat: add support for monolithic task files (Kaggle format) with in-m… Jan 7
feat(security): harden execution sandbox with poison, patch, and audi… Jan 6
Add duo_judge_analysis_only mode to logs_parser for comparative perfo… Jan 6
Revert "Fix bug where synthesized solutions from Council of Judges we… Jan 6
Fix bug where synthesized solutions from Council of Judges were not v… Jan 6
Update README.md Jan 6
Update README.md Jan 6
Implement global 11h 45m timeout enforcer and fix hint_generation syntax Jan 5
Reduce timeouts to 3300s and randomize retry delay (250-350s) Jan 5