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TI accelerates the next generation of physical AI with NVIDIA

MWN-AI** Summary

Texas Instruments (TI) is making significant strides in advancing humanoid robotics in collaboration with NVIDIA, focusing on the safe integration of physical AI into real-world applications. Their partnership aims to streamline the transition from simulation environments to actual deployment, allowing developers to validate key elements such as perception, actuation, and system safety comprehensively and swiftly.

At the heart of this collaboration is TI's advanced mmWave radar technology, which has been integrated with NVIDIA's Jetson Thor platform and Holoscan Sensor Bridge. This integration fosters low-latency, three-dimensional perception crucial for effective safety awareness in humanoid robots. Through this setup, developers can enhance the ability of these robots to detect, localize, and track objects, dramatically improving decision-making and reliability even under challenging conditions, such as low visibility or reflective surfaces.

TI’s Vice President Giovanni Campanella emphasizes the necessity for seamless integration across sensing, control, power, and safety systems to meet the demands of next-generation physical AI. This comprehensive approach ensures that the robotics industry can transition from prototype phases to commercially viable products operating safely alongside humans.

During the upcoming NVIDIA GTC 2026 in San Jose, TI will showcase its groundbreaking sensor fusion technology and demonstrate its capabilities in real-time robotic perception. Campanella will also participate in a session discussing the critical integration of networking and GPU technologies for advancing physical AI at the edge.

Overall, this partnership positions TI and NVIDIA at the forefront of robotics innovation, paving the way for safer, efficient, and more capable humanoid robots in a variety of environments, thus addressing critical safety gaps that have previously hindered their deployment.

MWN-AI** Analysis

Texas Instruments (NASDAQ: TXN) is poised to significantly impact the burgeoning physical AI market through its innovative collaboration with NVIDIA. As they integrate TI's advanced sensing and power technologies with NVIDIA's cutting-edge compute capabilities, the path to the safe deployment of humanoid robots is being accelerated, creating compelling investment opportunities.

The integration of TI’s mmWave radar technology with NVIDIA's Jetson Thor platform offers a transformative solution for robotics developers, facilitating low-latency 3D perception and improved safety mechanisms. This technological advancement is promising, particularly as it addresses critical safety challenges and enhances real-time decision-making capabilities essential for humanoid robots operating in unpredictable environments.

Investors should closely monitor the implications of this partnership as it not only serves to validate TI's robust product lineup but also solidifies its role as a key player in the robotics sector. The ability to fuse camera and radar data significantly enhances obstacle detection reliability, a factor that could lead to broader market adoption in industries like healthcare and retail, where the safe navigation of robotic solutions is critical.

Moreover, TI's showcase at the upcoming NVIDIA GTC 2026 could serve as a catalyst for increased visibility and investor interest, affirming its commitment to advancing robotics technology. The growing need for intelligent automation across various sectors only intensifies the demand for TI's products, potentially driving revenue growth and stock performance.

In this context, investors may consider increasing their positions in Texas Instruments, as the company's strategic advancements in physical AI could enhance its competitive edge, yielding substantial returns in the emerging robotics market. As the industry evolves, TI’s proactive approach to overcoming technological barriers positions the company favorably for future growth.

**MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release.

Source: PR Newswire

PR Newswire

TI's real-time control, sensing, and power portfolios combined with NVIDIA technology advance development of safer humanoid robots

News highlights:

  • TI and NVIDIA are collaborating to accelerate the path from simulation to the safe deployment of humanoid robots in the real world.
  • As part of this collaboration, TI integrated its mmWave radar technology with NVIDIA Jetson Thor and NVIDIA Holoscan to enable low-latency 3D perception and safety awareness for physical AI applications.
  • TI will demonstrate its semiconductor technology for humanoid robots at NVIDIA GTC 2026.

DALLAS, March 5, 2026 /PRNewswire/ -- Texas Instruments (NASDAQ: TXN) today announced it is accelerating the safe deployment of humanoid robots into the real world with NVIDIA. By combining TI's real-time motor control, sensing, radar and power technologies with NVIDIA's advanced robotics compute, ethernet based sensing and simulation technologies, robotics developers can validate perception, actuation and safety earlier and more accurately. TI connects NVIDIA physical AI compute to real-world applications with deterministic control, sensing, power and safety at every joint and subsystem. This partnership will help developers move faster from virtual development to production-ready, scalable and safety-compliant systems.

As part of this collaboration, TI designed a sensor fusion solution by integrating its mmWave radar technology with NVIDIA Jetson Thor using NVIDIA Holoscan Sensor Bridge to enable low-latency, 3D perception and safety awareness for humanoid robots. TI will showcase the solution at NVIDIA GTC, March 16–19, 2026, in San Jose, California.

"The next generation of physical AI requires more than just advanced compute – it demands seamless integration between sensing, control, power and safety systems," said Giovanni Campanella, general manager of industrial automation and robotics at TI. "TI's comprehensive portfolio bridges the gap between NVIDIA's powerful AI compute and real-world applications, enabling developers to validate complete humanoid systems earlier in development. This integrated approach will help accelerate the evolution from prototypes to commercially viable humanoid robots operating safely alongside humans."

"The safe operation of humanoid robots in unpredictable environments requires a massive leap in processing power to synchronize complex AI models with real-time sensor data and motor controls," said Deepu Talla, vice president of robotics and edge AI at NVIDIA. "The integration of Texas Instruments' sensing and power management technologies with the NVIDIA Jetson Thor platform provides developers with a functional safety-capable foundation to accelerate the deployment of next-generation physical AI."

Enabling safer humanoid robots with real-time sensor fusion technology
TI's mmWave radar sensor, IWR6243, connected via ethernet to NVIDIA Jetson Thor enables scalable low-latency, 3D perception and safety awareness for physical AI applications. By fusing camera and radar data, the solution improves object detection, localization, and tracking while reducing false positives for confident, real-time decision-making in humanoid robots.

This solution enables human-like perception that works reliably in challenging conditions – from low light and bright glare to fog and dust indoors and outdoors – and addresses a critical safety gap that has limited real-world deployment of humanoid robots. For example, while cameras may not reliably detect glass doors or reflective surfaces, radar provides consistent detection of these transparent obstacles, enabling smooth navigation in places like office buildings, hospitals and retail environments.

TI at NVIDIA GTC 
TI will present its technologies at NVIDIA GTC in booth 169 at the San Jose McEnery Convention Center. TI and D3 Embedded's live demonstration, "Real-time sensor fusion for reliable robotic perception with Holoscan," showcases how TI's mmWave radar technology integrates with NVIDIA's Jetson Thor and Holoscan ecosystem using an end-to-end software processing chain and visualization from D3 Embedded.

On Wednesday, March 18 from 3:00-3:40 p.m. PT, TI's Giovanni Campanella, will participate in a lightning talk, "The Edge of the Edge: Redefining GPU-Enabled AI Sensor Processing." Campanella will discuss how tight integration of sensing, networking and GPUs is enabling real-time physical AI at the edge of industrial systems.

About Texas Instruments 
Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, data center, personal electronics and communications equipment. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com.

SOURCE Texas Instruments

FAQ**

How will the collaboration between Texas Instruments Incorporated (TXN) and NVIDIA specifically enhance the safety and efficiency of humanoid robots in real-world applications?

The collaboration between Texas Instruments and NVIDIA will combine advanced sensor technology and AI-driven processing, enhancing humanoid robots' safety and efficiency through improved navigation, perception, and decision-making capabilities in real-world environments.

What specific advancements in mmWave radar technology from Texas Instruments Incorporated (TXN) will be showcased at NVIDIA GTC, and how do they contribute to real-time sensor fusion for robotics?

Texas Instruments will showcase its latest mmWave radar technologies, emphasizing high-resolution sensing and advanced signal processing, which enhance real-time sensor fusion by providing accurate distance and velocity data critical for robotic navigation and decision-making.

Can you elaborate on how Texas Instruments Incorporated (TXN)'s integration with NVIDIA's Jetson Thor will impact the development timeline for commercially viable humanoid robots?

The integration of Texas Instruments Incorporated's solutions with NVIDIA's Jetson Thor will accelerate the development timeline for commercially viable humanoid robots by enhancing processing power and AI capabilities, enabling more efficient machine learning and real-time responsiveness.

What competitive advantages does the partnership between Texas Instruments Incorporated (TXN) and NVIDIA provide over other players in the physical AI and robotics sector?

The partnership between Texas Instruments and NVIDIA combines superior semiconductor technology with advanced AI capabilities, enabling cutting-edge solutions in automation and robotics that outpace competitors in performance, efficiency, and innovation.

**MWN-AI FAQ is based on asking OpenAI questions about Texas Instruments Incorporated (NASDAQ: TXN).

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