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NLWeb is an open-source collection of protocols and Python tools that allows developers to add natural-language interfaces to websites without rebuilding the content layer, using existing Schema.org or RSS data.
LapidaryEngine is a new AI model that enables fully conversational generation of crystal materials from free-form natural language, using a pivot representation for bidirectional translation and iterative refinement. It outperforms existing text-to-crystal systems by allowing intuitive, dialogue-like interaction.
The article highlights how companies are investing heavily in AI for internal products while ignoring static landing pages, the first customer touchpoint, and proposes a conversational, adaptive interface as the solution.
SandboxAQ has integrated its large quantitative models (LQMs) for drug discovery and materials science into Anthropic's Claude, enabling researchers to use these powerful tools through a natural language interface without specialized computing infrastructure.