From the 1 of 9 linked papers with an AI index.
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Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3
Jens Lehmann, Andrei Aioanei, Sahar Vahdati
The paper presents Tycho, a coding-agent that actively builds and uses programmatic world models to infer game rules and improve action efficiency in the ARC-AGI-3 benchmark, achie…
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…
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…