Insight certainty 4/5 debate potential 1/5

Khoshniyati: Physical AI Value Lies in Condition Telemetry, Not Just Location

Amir Khoshniyati · Inside The Rise of Physical AI — With Amir Khoshniyati · Jul 20, 2026 · at 4:52

Amir Khoshniyati (VP at Wiliot) explains how ambient IoT sensors and physical AI transform supply chain inventory management beyond traditional spreadsheets and barcode scans.

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“And it's beyond just knowing the location and the traceability of that item, but the condition that it's in. And that's where physical AI starts to pick up value beyond what historically was in place. So with condition, you know the temperature of that item. You might know even humidity of that item. You know if it's been exposed to light. So through the supply chain, if it's in a package and there's light detection through that package, you know that it's been tampered with.”

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