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A quarter century ago, physicist Juan Maldacena proposed the AdS/CFT correspondence, an intriguing holographic connection between gravity in a three-dimensional universe and quantum physics on the universe’s two-dimensional boundary. This correspondence is at this stage, even a quarter century after Maldacena’s discovery, just a conjecture.

A statement about the nature of the universe that seems to be true, but one that has not yet been proven to actually reflect the reality that we live in. And what’s more, it only has limited utility and application to the real universe.

Still, even the mere appearance of the correspondence is more than suggestive. It’s telling that there is something deeply fundamental to the hologram, that the physics of the volume of the universe might just translate to the physics on the surface, and that there is more to be learned there.

With more of us looking for alternatives to eating animals, new research has found a surprising environmentally friendly source of protein – algae.

The University of Exeter study has been published in The Journal of Nutrition and is the first of its kind to demonstrate that the ingestion of two of the most commercially available algal species are rich in protein which supports muscle remodeling in young healthy adults. Their findings suggest that algae may be an interesting and sustainable alternative to animal-derived protein with respect to maintaining and building muscle.

Researcher Ino Van Der Heijden from the University of Exeter said: “Our work has shown algae could become part of a secure and sustainable food future. With more and more people trying to eat less meat because of ethical and environmental reasons, there is growing interest in nonanimal-derived and sustainably produced protein. We believe it’s important and necessary to start looking into these alternatives and we’ve identified algae as a promising novel protein source.”

Researchers at the Georgia Institute of Technology have created the world’s first functional semiconductor made from graphene, a single sheet of carbon atoms held together by the strongest bonds known. Semiconductors, which are materials that conduct electricity under specific conditions, are foundational components of electronic devices. The team’s breakthrough throws open the door to a new way of doing electronics.

Their discovery comes at a time when , the material from which nearly all modern electronics are made, is reaching its limit in the face of increasingly faster computing and smaller electronic devices.

Walter de Heer, Regents’ Professor of physics at Georgia Tech, led a team of researchers based in Atlanta, Georgia, and Tianjin, China, to produce a semiconductor that is compatible with conventional microelectronics processing methods—a necessity for any viable alternative to silicon.

Samsung is planning to release what might be the most advanced cleaning robot yet: a robot vacuum and mopper that will steam clean floors and use AI to detect stains.

The upcoming “Bespoke Jet Bot Combo” cleaner will have a charging base that will auto wash, clean, and dry the robot’s mop pads.

The device will also use AI to detect floor types, objects, and spot stains. When the robot detects a stain, “it goes back to the clean station to heat the mop pads with high-temperature steam and water and then returns to the area,” says a press release on Samsung’s website.

“[People] like themselves just as they are,” says Marvin Minsky. “Perhaps they are not selfish enough, or imaginative, or ambitious. Myself, I don’t much like how people are now. We’re too shallow, slow, and ignorant. I hope that our future will lead us to ideas that we can use to improve ourselves.”

Marvin believes that it is important that we “understand how our minds are built, and how they support the modes of thought that we like to call emotions. Then we’ll be better able to decide what we like about them, and what we don’t—and bit by bit we’ll rebuild ourselves.”

Marvin Minsky is the leading light of AI—artificial intelligence, that is. He sees the brain as a myriad of structures. Scientists who, like Minsky, take the strong AI view believe that a computer model of the brain will be able to explain what we know of the brain’s cognitive abilities. Minsky identifies consciousness with high-level, abstract thought, and believes that in principle machines can do everything a conscious human being can do.