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DIAMOND
Solves novel ARC-AGI tasks without training on them.
Example: AGI (Ag), Meta-Learner (Mx), ARC Solver (Ac), Hybrid AI (Hy) with world model.
These intelligence types demonstrate genuine abstraction and reasoning transfer. Not just pattern matching.
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ZOMBIE
Passes benchmarks. Fails novel ARC tasks.
Example: GPT-4 (Gp) — brilliant at in-distribution, fails badly on ARC-EX.
Classifier (Cf) — only knows what it was trained to classify.
Benchmark zombies: impressive numbers, no generalization.