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	<title>viruses &#8211; BIOENGINEER.ORG</title>
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		<title>Designing Genomes from Text Prompts: A Constraint-First Framework for AI-Driven Sequence Design</title>
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				<category><![CDATA[Biology]]></category>
		<category><![CDATA[Technology]]></category>
		<category><![CDATA[adversarial testing]]></category>
		<category><![CDATA[Artificial Intelligence]]></category>
		<category><![CDATA[biological feasibility]]></category>
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		<category><![CDATA[constraint compiler]]></category>
		<category><![CDATA[genome design]]></category>
		<category><![CDATA[governance]]></category>
		<category><![CDATA[prompt-to-genome]]></category>
		<category><![CDATA[sequence generation]]></category>
		<category><![CDATA[synthetic biology]]></category>
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					<description><![CDATA[A new framework proposes translating natural-language prompts into machine-checkable constraints and a six-layer validator stack to make AI-driven genome design biologically feasible, auditable, and safe across bacteria, archaea, eukaryotes, and viruses.]]></description>
		
		
		
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