SINTRONES to Demonstrate Transit Safety AI at APTA EXPO 2026
SINTRONES will demonstrate edge AI applications for public transit at APTA EXPO 2026 in Chicago from October 5 to 7, the company announced in a press release. The systems will process camera and sensor data inside buses, trains and other fleet vehicles for safety monitoring, navigation and passenger information.
The VBOX-3631 vehicle computer uses Intel Core Series 3 processors with an integrated neural processing unit. It supports fleet management, vehicle analytics, intelligent navigation and transportation monitoring.
SINTRONES will also show the IBOX-602P-IP66, a fanless computer powered by NVIDIA Jetson Orin NX. A school bus application will use the system and two GMSL-2 cameras to detect people and potential hazards in real time. The smaller IBOX-604-G2 uses two cameras to identify people, vehicles and other objects while estimating their distance.
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Whitepaper
Tensordyne Napier: What If One Rack Could Do the Work of Nine?
Tensordyne
This Tensordyne whitepaper presents Napier, an inference-focused AI processor and rack-scale system based on the company’s TDN Math logarithmic number system. It examines infrastructure requirements for large mixture-of-experts and agentic models, compares major inference architecture approaches, and details the TDN AIP processor, TDN72 pod, TDN Link fabric, and Napier Ultra configuration. The paper reports simulation-based performance, cost, and accuracy-validation results, including Tensordyne’s projected comparison of one Napier rack with a nine-rack Nvidia Rubin plus Groq deployment; the chip is reported as taped out and in fabrication.
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