LaunchAI ModelsAugust 3, 2026

Onton releases Ontology 1, a neurosymbolic search model

On a 90-query benchmark scored by three independent LLM judges, Ontology 1 reached mean precision@10 of 0.630 vs 0.543 for Google. The San Francisco company says the neurosymbolic model is 2.7x more accurate than the best e-commerce search engines, targeting conversational, multimodal product search.

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