Companies / Humane

Company case

Humane

$230 million of hardware coupled to unproven software

Minimum viable product (MVP) Edge AI Sunk cost Planned obsolescence

Humane, founded by former Apple designers, raised $230 million to build the AI Pin: a $700 screenless wearable that projected information onto the user's palm, with a polished magnetic two-piece design and top-of-the-line specs. It shipped roughly 10,000 units, a tenth of target, with returns outpacing new sales by August 2024. Revenue reached about $9 million against $1 million in returns. The charge case was then recalled for a battery fire hazard, and HP bought the assets. In February 2025 the servers were shut down and every Pin became e-waste.

Chapter 12 pairs Humane with Rabbit's R1. Rabbit shipped crude hardware at speed before its software worked; Humane spent on premium hardware before validating its cloud service independently. Different strategies, the same mistake: both coupled untested software to irreversible hardware in a single launch and bet everything on one verdict. Both were cloud-only with no fallback, so a model provider's outage or shutdown bricked the product in the field.

The book uses the pair to argue for separating validation tracks, each with its own gates, running in parallel at its own speed, converging only when the evidence from all of them justifies the next commitment. AI dependency is named as the trap that looks like a software problem but is not yours to fix. Chapter 19 files the shutdown alongside Nest Secure and John Deere as a case of the manufacturer retaining control of an object the consumer bought.

The takeaway. Never let the hardware programme run ahead of the evidence that the software promise holds. Decouple the two and gate each on its own.

Where it appears in the book

Paraphrased from Tangibles: How Software Turns Hardware into Platforms (2026). Sources for every figure are on the reference pages.

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