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cs.AI2026
Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3
Jens Lehmann, Andrei Aioanei, Sahar Vahdati
ARC-AGI-3 turns abstraction into an interactive problem of skill acquisition. A player must infer an unfamiliar game's rules, hidden state, and goal while maintaining action effici…
cs.AI2026
Graphlets as Building Blocks for Structural Vocabulary in Knowledge Graph Foundation Models
Kossi Amouzouvi, Robert Wardenga, Jens Lehmann +1
Foundation models excel at language, where sentences become tokens, and vision, where images become pixels, because both reduce to discrete symbols on a shared, fixed grid. Knowled…
cs.AI2026
The ARC of Progress towards AGI: A Living Survey of Abstraction and Reasoning
Sahar Vahdati, Andrei Aioanei, Haridhra Suresh +1
The Abstraction and Reasoning Corpus (ARC-AGI) has become a key benchmark for fluid intelligence in AI. This survey presents the first cross-generation analysis of 82 approaches ac…