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Meet Memo: The Robot Aiming to Make Laundry Hassle-Free

Sunday Robotics unveiled Memo, a robot that folds laundry with a 99% success rate in unfamiliar homes, powered by the ACT-2 AI model. The startup proposes a new industry standard called 'Solve' for benchmarking robot capabilities, and plans a beta launch this fall. Memo aims to make autonomous home robots a reality by 2026.

read3 min views1 publishedJul 16, 2026
Meet Memo: The Robot Aiming to Make Laundry Hassle-Free
Image: Machinebrief (auto-discovered)

Memo, a robot by Sunday Robotics, boasts a 99% success rate in folding laundry, even in unfamiliar settings. The startup is pushing for new industry standards as it prepares for a beta launch this fall.

In plain English, Sunday Robotics is making waves with its latest creation, Memo, a home robot with a knack for folding laundry. This isn't just any laundry folder. Memo hit a success rate of over 99% in homes it’s never been in before, folding clothes it hasn’t even been specifically trained on. That’s pretty impressive.

ACT-2: The Secret Sauce #

Here's the gist: Memo is powered by ACT-2, a new AI model that essentially learns and adapts from one environment to the next. In other words, if it can fold a pair of jeans at your neighbor’s house, it can fold your scarf at yours. That's a huge leap home robots, which have traditionally stumbled when faced with new settings or objects.

According to Tony Zhao, Sunday Robotics' CEO, we're on the brink of a breakthrough. He predicts that by 2026, the timeline for autonomous home robots will shrink significantly thanks to this kind of innovation. The bottom line? You might not be folding your own laundry for much longer.

Setting a New Standard #

Sunday Robotics isn't just stopping at creating a successful robot. They're proposing a new industry standard called a "Solve". The idea is to cut through the flashy demos and provide clear benchmarks for what robots can do, where they’ve been tested, and how much human help they need. It’s a bid to keep companies honest about their bots' capabilities. But will the industry bite?

As far as Memo goes, laundry folding is its first "Solve". To get there, Sunday Robotics uses a two-stage training process. First, they learn the basics from real humans wearing sensor-equipped gloves that cost around $200 to make. These gloves help translate human movements into robot actions. Next, they teach Memo to learn from its mistakes using an in-house fleet of robots. The result? A robot that can learn new skills and improve on the fly.

The Competition Heats Up #

Memo's entry into the market comes at a time when other companies are also vying for space in your home. Weave Robotics is gearing up to launch Isaac 1, their own laundry-folding robot priced at $7,999, while other firms like 1X and Tesla are making strides with their own humanoid robots.

Sunday Robotics plans to place Memo in homes through a beta program this fall, but they're keeping the number of homes under wraps. The goal is for Memo to operate independently, without collecting data from your home, a move Zhao says is about building trust. After all, who wants a robot in their house that's secretly sending data back to the mothership?

Looking ahead, Sunday’s set its sights on making Memo even more capable, tackling tasks like vacuuming and making coffee. These features aren't quite ready for prime time yet, but if Memo's history is anything to go by, it won’t be long before they're reliable too.

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