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Applied AI·April 9, 2026·1 min read

AI Gadgets Are Barely Trying Anymore

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The AI gadget wave is exposing a hard truth — model access without a real job-to-be-done is just a novelty form factor. If you're building hardware around LLMs, the bar is now clear: own a workflow end-to-end or expect to be replaced by a phone app and a notification.

Applied AI

Q&A with ElevenLabs co-founder Mati Staniszewski on how audio models work, the company's business model, the conversational Turing Test, voice agents, and more (John Collison/Cheeky Pint)

Voice is graduating from feature to substrate — ElevenLabs talking openly about a “conversational Turing Test” is a statement that synthetic audio will sit between users and most software. If your product assumes text as the primary interface, you’re already behind the interaction curve.