What We Know About Why First AI Gadgets Failed, Per Fadell

Tony Fadell, credited as the "father of the iPod" and a co-creator of the iPhone, says the first wave of standalone AI gadgets collapsed because they solved no problem a typical consumer actually has, according to remarks he made at the inaugural MIT Future Fest and reported by TechCrunch.

Fadell, who also founded smart-thermostat maker Nest before its acquisition by Google, projected a slide of three discontinued devices during his talk: the Rabbit R1, the Humane AI Pin, and the Limitless pendant. All three launched with heavy promotion and have since been pulled from the market, per the TechCrunch report.

What did Tony Fadell say about the first wave of AI gadgets?

Fadell told the MIT audience that makers of the failed devices had contacted him for advice before launch, and that he declined to help. "These were kind of the 'Gen 1' AI products, and because of my background, these companies called me and asked me to help them," Fadell said, according to TechCrunch. "I didn't."

His core critique was not about the underlying technology but about product strategy. "You have to really understand what you're trying to do, what pain you're trying to solve," he said. In his assessment, each of the three devices "didn't meet any kind of need — it was just interesting technology for geeks."

Which AI gadgets failed, and why, according to Fadell?

The Rabbit R1, the Humane AI Pin, and the Limitless pendant each arrived as standalone hardware built around voice and AI processing rather than a smartphone app, TechCrunch reported. Fadell's argument is that the devices asked consumers to adopt new hardware and new habits before proving the product solved a problem buyers already recognized in their daily lives. Novelty, in his framing, is not the same as utility.

Why don't consumers trust AI assistants the way companies expect?

Fadell said the gadget makers misjudged how familiar ordinary consumers are with the idea of a personal assistant at all. "It's less than 0.01% of the world population that has ever had a human [assistant] do anything, and so when [companies] say, 'Oh, we want an assistant,' that's a bunch of people who have assistants saying it," he said, per TechCrunch. "Most consumers don't even know what an assistant is."

He drew a direct comparison to his own experience managing a human assistant, saying it took him years to learn how to delegate tasks and extend trust over sensitive information such as banking access and scheduling. Software that asks for that same level of trust on day one, he argued, is starting from a position most users have never experienced and therefore cannot evaluate.

What does Fadell say the next wave of AI products needs to do differently?

Fadell's framing points to a staged approach: prove narrow, concrete value first, then expand into more sensitive tasks once users have reason to extend trust. He did not name specific companies or products he considers successful examples of this approach in the TechCrunch report, and TechCrunch's account of his remarks does not include a timeline for when he expects trustworthy AI assistants to reach mainstream adoption.

What to Watch

• Whether device makers shift from standalone AI hardware back toward smartphone-based assistants that build trust incrementally.
• How large technology companies position new assistant products around narrow, provable tasks rather than general-purpose promises.
• Whether any Gen 1 AI hardware makers pivot their technology into licensed components rather than consumer devices.
• What data-handling disclosures accompany future AI assistants that request banking or scheduling access.

Glossary

Gen 1 AI gadgets: Fadell's term for the first wave of standalone AI hardware devices, including the Rabbit R1, Humane AI Pin, and Limitless pendant, that launched with broad assistant ambitions and were later discontinued.

AI pin: A wearable AI device, worn on clothing, designed to handle voice commands and tasks without a smartphone screen; Humane's version is cited by Fadell as an example of the failed first wave.

Personal AI assistant: Software or hardware intended to perform tasks on a user's behalf, such as scheduling or financial actions, requiring a level of access and trust Fadell compares to hiring a human assistant.

The original TechCrunch report is available at techcrunch.com.