Data-collection Hardware

Data-collection Hardware is becoming increasingly important across global construction, infrastructure and industrial technology, influencing how projects are visualised, coordinated, delivered and managed over time.

The Real Bottleneck in Physical AI and Robotics is Data

Posted by Anthony Davis

|August 19, 2026

The Real Bottleneck in Physical AI and Robotics is Data

The robotics industry has spent the past two years discovering that its hardest problem is no longer the robot. Compute is abundant, actuators are capable, and vision-lan...

Weekly Spot Prices - 06 Nov 2026

Indicative weekly spot prices for 60/70 grade. Actual delivered costs vary by packaging, logistics and duties.

Region	USD/tonne	Trend
Middle East · FOB (drums)	645	▲
Europe · Delivered	690	·
Asia · Delivered (bulk)	632	·
USA · Bulk	650	·

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Data-collection Hardware

The Real Bottleneck in Physical AI and Robotics is Data

Data-collection Hardware

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