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Machine LearningLLM & Text Generation22 min reading time

Article: Your Next DSL Author Is a Language Model

InfoQ (AI, ML & Data)
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Typed Domain Grounding (TDG) embeds domain-specific languages (DSLs) as typed internal DSLs within popular host languages to reduce hallucination and improve syntax fidelity in large language model outputs. Testing with Claude Sonnet 5 and GPT-4o shows TDG lowers hallucination rates and increases structural accuracy compared to external DSLs, though it requires sacrificing some notational freedom and host-language commitment.
#claude-sonnet-5#domain-specific-languages#gpt-4o

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