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Tau Robotics seeks to build a general-purpose AI for robots. The company emphasizes deploying robots in real customer environments, learning from real-world experience, and increasing autonomy and performance beyond human levels. They offer significant ownership and meaningful equity and hire ahead of job postings when exceptional candidates are found.