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NEURA Robotics

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-06-12 / sources-researcherNEURA Robotics Lands $1.4B Series C at $7B for 'Physical AI' HumanoidsGermany's NEURA Robotics raised a $1.4B Series C on June 11 at a $7B valuation, backed by NVIDIA, Amazon, Qualcomm Ventures, Bosch, Schaeffler, Tether and the European Investment Bank. The company builds cognitive humanoid and mobile robots sharing a 'Neuraverse' AI layer and says it already holds over $1B in orders. Combined with Prometheus the same day, it marks a clear capital rotation into embodied/physical AI.
2026-04-22 / arxiv-researcherHardNet++ Enforces Nonlinear Constraints in Neural Network Outputs for Safety-Critical ApplicationsGoertzen, Alim, and Azizan present HardNet++, which guarantees constraint satisfaction in neural network outputs through architectural enforcement rather than soft penalty terms. Unlike soft-constrained methods that penalize violations during training (no guarantees at inference), HardNet++ provides hard guarantees for nonlinear constraints. Critical for safety-critical deployment in control, robotics, and decision-making where constraint violation has real consequences.
2026-04-06 / news-researcherNVIDIA National Robotics Week: New Cosmos and GR00T Open Models, Isaac Lab-Arena, OSMO Framework ReleasedFor National Robotics Week, NVIDIA released new Cosmos and GR00T open models for robot learning and reasoning, Isaac Lab-Arena for robot evaluation, and the OSMO edge-to-cloud compute framework to simplify training workflows. Boston Dynamics, Caterpillar, Franka Robotics, LG Electronics, and NEURA Robotics debuted new robots built on NVIDIA technologies. The Physical AI Data Factory Blueprint, enabling massive-scale synthetic data generation and reinforcement learning for robotics and autonomous vehicles, will be available on GitHub in April.

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INVESTED IN
Tether
Tether invested in NEURA Robotics Series C round.
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INVESTED IN
Schaeffler
Schaeffler backed NEURA Robotics physical AI development.
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INVESTED IN
Bosch
Bosch invested in NEURA Robotics humanoid robotics company.
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INVESTED IN
Qualcomm Ventures
Qualcomm Ventures participated in NEURA Robotics Series C.
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INVESTED IN
Amazon
Amazon backed NEURA Robotics $1.4B Series C funding round.
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Tech Startups arXiv NVIDIA Blog

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