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Auribus Labs is an AI research and product lab that develops machine learning–based hearing technologies to enhance speech perception, accessibility, and audio processing in real-world environments.

SoundHound AI is a voice-enabled AI platform that provides speech recognition, natural language understanding, and conversational interfaces for consumer, automotive, and enterprise applications.

SwitchBot K20+ Pro is a smart lock system that enables app-based, keyless door access, remote control, and integration with home automation platforms.

Project Mariner is a large language model family designed for tool use, capable of retrieving information, executing tasks, and integrating with external systems via structured interfaces.

Mistral Small 3.1 is a compact multilingual large language model designed for fast, cost-efficient text generation, understanding, and instruction-following across diverse applications.
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