ARCS

Autonomous Reasoning & Cognitive Solver

A three-layer AI system for solving ARC-AGI puzzles through pattern discovery, composition, and emergent reasoning

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🧩

Interactive Solver

Upload puzzles, watch real-time solving, and explore the three-layer reasoning system

Launch Solver →
🌐

3D Visualization

Interactive Three.js visualizations of grid transforms, pattern DAGs, and solving layers

Explore Visuals →
🔬

Pattern Library

Browse discovered patterns across complexity levels, from atomic transforms to emergent compositions

View Patterns →
📊

System Monitor

Real-time metrics, health checks, and performance monitoring across all services

View Metrics →
📜

Solve History

Review past puzzle solutions, discovered patterns, and solving statistics

View History →
✅

QA Dashboard

Quality assurance endpoints, test coverage, and system validation status

View QA →

Three-Layer Solving Architecture

L1

Transformation

40+ atomic patterns: rotations, reflections, color mappings, translations, and pixel-level operations

rotate-90° • flip-h • flood-fill • crop
L2

Composition

Pattern sequences, spatial relationships, conditional logic, and multi-step transformations

compose(P1, P2) • repeat(n) • conditional
L3

Discovery

Emergent pattern discovery, concept learning, and autonomous reasoning for novel puzzles

discover • evolve • synthesize

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Made by EmergentHQ • Created by Ashwin Kochiyil Philips