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Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

Hugging Face Daily Papers · 2026-07-09 Cached

Introduces IG-Bench, a benchmark for scientific lineage reasoning and idea generation, representing scientific works as Idea Genome objects. Evaluates 14 LLM-based scientists, finding a compositional bottleneck with the strongest system achieving only 27.3% exact accuracy on lineage reasoning.

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