cs.NE · 2026-09-24 · No. 123
Neural and Evolutionary Computing, 2026-09-24.
1 new papers in cs.NE. Titles, authors,
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01 — The papers
1 entries-
01
Combining LLMs and Genetic Search for ARC-AGI-2
Val Dyachenko
cs.NE · cs.AI
LLMs can generate programs for ARC-AGI-2 tasks, but the provided compute only allows a small number of attempts to generate, debug and validate solutions. Genetic algorithms can search and test many more programs, but random search rarely starts in a useful neighborhood of the solution space. We combine the two methods through a compact domain specific language (DSL). First, a quantized Qwen3.5-4B LLM generates an initial set of programs for...
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