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Junko's Tech Probe

Explores the nexus of mobility, automation, SW/HW, regulation, sensors and AI

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With Big Role in Physical AI, NXP Calls Embedded ‘Our Home’

As NXP’s CEO Rafael Sotomayor succinctly put it last month during NXP’s Q2 financial call, “Physical AI is a system problem, not just a compute problem.” If so, what’s the company’s robotic plan?

Fatality in Dallas: No One Knows Enough

Lessons to learn from a Dallas crash involving a SUV and a Waymo aren’t about how to assign blames but how to hold human driver and AV's computer driver equally "accountable" when they break a law.

Truth About China’s Robotaxis

There are hints, rumors and speculations about how good China's self-driving robotaxis are. But how much is true? What do we know?

A Bridge from Brains to Generative AI?

Is neurological research a good place to look for AI solutions? That premise motivated The Biological Computing Company to move into the undefined space between the brain and the software AI model.

AV Is No Longer about Car Crashes. It’s About Behaving.

What I picked up at my first "Automated Transportation Symposium," where close to 700 AV professionals and stakeholders of the AV ecosystem milled around.

The Safety Derby: Robotaxis vs. Cabs, Lyft and Uber

A new report compares Waymo’s safety record to professional yellow taxi, Lyft and Uber drivers in New York City, adding fresh insights to the AV safety discourse.

Rapid Scaling Turns into AV Achilles’ Heel

AV operations aren't scaling because their vehicles have gotten safer. In contrast, scaling is exposing AVs' weaknesses, as evidenced by each recall involving software updates that proved ineffective.

Glidance Layers Multiple AI Models in Intelligent Cane

Full autonomy is AV devlopers' holy grail—by human removal. Glidance lives by a different design principle: How well can their intelligent cane know when and how to involve people?

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The Next Test for Driverless Cars Isn’t Driving

In question is the autonomous vehicles' operational maturity. Can AVs recognize uncertainty, respond appropriately when conditions change, and improve when failures recur?

AV Companies Admonished on Social, Economic Responsibility

With the recent NHTSA letter, AV companies are asked to go beyond basic technology (measured in crash rates) and demonstrate tangible social and economic responsibility.

Brain-Derived Computing Zeros in on AI Software

Brain-inspired computing has always been a "five years away" lab project. A startup in San Francisco hopes to change the narrative. Its first product is not a piece of hardware but software.