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The physical AI data layer: where reliability becomes economics

The physical AI data layer: where reliability becomes economics

In physical AI, the data path is the system. As deployments scale, reliability stops being a background property of the infrastructure and becomes the visible line in the economics of…

NAB 2026 – What a difference a year makes 

NAB 2026 – What a difference a year makes 

Quieter aisles, sharper conversations. Duncan Beattie on why NAB 2026 was Tuxera’s best show yet — and the performance numbers that made a year-old benchmark look quaint: 10.5 GB/s to…

We’ve built a team dedicated to your success. Here’s what that means

We’ve built a team dedicated to your success. Here’s what that means

A new team, a long-standing mindset. Marja Koukka introduces Tuxera’s dedicated Customer Retention team and what it means for customers across the full post-sale journey.

Your AI bottleneck isn’t compute. It’s the file system

Your AI bottleneck isn’t compute. It’s the file system

When AI platforms underperform in production, most teams reach for more GPUs. But the real bottleneck is often the storage layer ; how data reaches compute, not compute itself. Shared…

How data reliability will shape the future of software-defined vehicles

How data reliability will shape the future of software-defined vehicles

Data corruption in software-defined vehicles doesn’t always cause a crash. Why data reliability is now a strategic concern for SDV platform architects.

How to design dashcams and DVRs that don’t fail: a checklist

How to design dashcams and DVRs that don’t fail: a checklist

A practical checklist for designing dashcam and DVR platforms that survive power loss, sustain multi-stream recording, and extend SD card lifetime.

Models to systems: AI engineering’s next phase 

Models to systems: AI engineering’s next phase 

AI capability is no longer the limiting factor in physical AI. As intelligence moves into machines, vehicles, and industrial systems, what determines success is the reliability of the entire system,…

Why physical AI industrialization changes everything beneath the model

Why physical AI industrialization changes everything beneath the model

Physical AI is no longer a concept — it is industrializing. As AI moves into vehicles, robotics, and industrial systems, the constraints change. Models can be probabilistic. The infrastructure beneath…

Tuxera showcases stunning performance with Fusion SMB and introduces Fusion NFS at NAB Show

Tuxera showcases stunning performance with Fusion SMB and introduces Fusion NFS at NAB Show

Tuxera is showcasing breakthrough file sharing performance at NAB Show, highlighting its Fusion SMB platform and a technology preview of Fusion NFS. With speeds reaching 40 GB/s via Windows SMB…

The infrastructure gap holding physical AI back

The infrastructure gap holding physical AI back

As AI moves into vehicles, industrial systems, robotics, medical devices, and aerospace and defense platforms, embedded storage infrastructure stops being a background detail and starts being a strategic decision.

Embedded World 2026: Five embedded systems trends from the show floor

Embedded World 2026: Five embedded systems trends from the show floor

Embedded systems are rapidly becoming mission-critical infrastructure. At Embedded World 2026, five themes dominated: the rise of safety-critical deployments, the emergence of physical AI, infrastructure reliability as a strategic priority,…

Tuxera’s NitroFS wins Best in Show award at embedded world 2026

Tuxera’s NitroFS wins Best in Show award at embedded world 2026

Embedded Computing Design has named Tuxera’s NitroFS file system a winner of its 2026 embedded world Best in Show Award, recognizing design excellence, performance, and market impact across mission-critical deployments…

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