MIT experts just made a special memory. When humans forget, robots will just fetch the lost item


Robots may be the new best friend for forgetful humans. MIT researchers have developed a long-term memory framework for robots that can help them build a detailed mental model of large, complicated spaces. The system is called DAAAM, short for Describe Anything, Anywhere, Anytime, at Any Moment, and the goal is to let robots remember objects, locations, and details over time.

This might not sound headline-grabbing, though robots are still surprisingly bad at something humans do casually. You may remember that your keys were on the kitchen counter last night, or that a half-finished part was left in a factory bin. However, a robot working beside you would struggle to connect that object and location in a useful way.

A map robots can actually interpret

DAAAM tries to fix this by combining two things robots already use, namely computer vision and 3D mapping. As a robot moves through an environment, it attaches detailed language descriptions to objects it sees and stores them in a spatial map. So rather than just knowing there is an object at a coordinate, the robot may remember that there is a red bicycle with a flat tire near a specific building, or that a certain tool was seen in a particular work area.

A person could then ask something like, “Where did I leave my wallet?” or “Go grab the component we started assembling last night,” and the robot could search its memory for the right object and location.

It’s not ready for your home… yet

MIT’s DAAAM can run fast enough for a mobile robot to use in real time. The researchers also found that it answered questions more accurately than current methods, depending on the type of query. Still, this is not a feature coming to your robot vacuum next week. The work was presented at the Conference on Computer Vision and Pattern Recognition, and the paper is available as a preprint.

Researchers are still working on improvements, including giving the system better confidence levels and helping it remember significant events in an environment. For now, the idea is pretty interesting. AI is the buzzword now, but intelligence that’s useful in a more real-world way does sound more appealing.



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Ahead of WWDC starting on June 8, Apple has sent out invites to the media for the event, as well as outlining its main schedule for the week.

Apple’s Worldwide Developer Conference is the big event for developers working in the Apple ecosystem. The 2026 edition is sure to be exciting as usual, and the company is preparing to get people involved.

On Monday, Apple started sending out invitations to members of the media to attend a special event at Apple Park. While this would previously have involved watching a live keynote, it has since taken the form of a mass viewing of the keynote at Apple’s headquarters, along with special events for attendees.

The tagline for the event this time is “Coming bright up.” As usual, it is a cryptic statement, providing little clue about what Apple will ultimately reveal to the world.

A schedule to follow

At the same time as sending out invitations, Apple has also listed the events that will take part across the week. It also outlined how developers can observe and take part in events remotely.

The week starts with the Apple Keynote on June 8 at 10 a.m. PDT, which will be the venue for Apple’s main launches, such as iOS 27. The keynote will stream from Apple’s website, the Apple TV app, and the Apple YouTube channel.

At 1 p.m. later that day, the Platforms State of the Union will be a deeper dive into new features, APIs, and technologies that are on the way. It will be viewable from the Apple Developer app, website, YouTube channel, and Bilibili.

Throughout the week, Apple will be holding video sessions and releasing guides, hosted by Apple engineers and designers. Group Labs, consisting of live online presentations and Q&A sessions, will also take place from Tuesday through Friday.

There will also be the Apple Design Awards, with 36 finalists chosen to highlight the craft, creativity, and technical expertise of the developer community.



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