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Sep 16, 2022

10 years later, deep learning ‘revolution’ rages on, say AI pioneers Hinton, LeCun and Li

Posted by in categories: innovation, robotics/AI

Were you unable to attend Transform 2022? Check out all of the summit sessions in our on-demand library now! Watch here.

Artificial intelligence (AI) pioneer Geoffrey Hinton, one of the trailblazers of the deep learning “revolution” that began a decade ago, says that the rapid progress in AI will continue to accelerate.

In an interview before the 10-year anniversary of key neural network research that led to a major AI breakthrough in 2012, Hinton and other leading AI luminaries fired back at some critics who say deep learning has “hit a wall.”

Sep 16, 2022

“Brick toaster” aims to cut global CO2 output

Posted by in categories: energy, sustainability

Industrial heat consumes a huge proportion of global energy. Rondo Energy says its brick-toasting heat storage device is so cheap and efficient that it makes decarbonization an instant no-brainer across a huge range of industries. Bill Gates agrees.

Sep 16, 2022

Europe’s first reusable rocket could launch by the end of the year

Posted by in category: space

Source: PLD Space / YouTube.

The new milestone is the culmination of 11 years of hard work, and it paves the way for Elche-based PLD Space to launch its reusable Miura 1 rocket before the year’s end. In a tweet, PLD Space wrote: “Full Mission Test successfully completed. Now, Miura 1 is ready to fly.”

Sep 15, 2022

OLO — The First Ever Smartphone 3D Printer

Posted by in category: mobile phones

face_with_colon_three circa 2021.


The First Ever Smartphone 3D Printer. At $99. Portable and multimaterial works accurately for professionals and easy for new users.

Sep 15, 2022

Master’s Theorem in Data Structures

Posted by in category: information science

Master’s Theorem is the best method to quickly find the algorithm’s time complexity from its recurrence relation. This theorem can be applied to decreasing as well as dividing functions, each of which we’ll be looking into detail ahead.

Sep 15, 2022

The Equivalence Principle under a MICROSCOPE

Posted by in category: futurism

A cartoon illustrates results from the MICROSCOPE satellite mission, which has measured with astronomical sensitivity the falling rate of different objects under gravity.

—Matthew R. Francis is a physicist and freelance science writer based in Virginia.

—Maki Naro is a science illustrator based in New York.

Sep 15, 2022

Laser-Accident-Turned-Surgery-Breakthrough Wins Golden Goose

Posted by in categories: biotech/medical, innovation

A team of physicists and clinicians will today be honored for their development of the bladeless eye surgery technique known as LASIK, an advance partly aided by a lab mishap involving an eye and a laser.

Sep 15, 2022

Mini Interferometers Offer Impressive Sensitivity

Posted by in categories: cosmology, physics

A sensor containing thumbnail-sized interferometers might help astronomers detect gravitational waves emitted from certain black hole mergers.

Sep 15, 2022

Satellite Confirms the Principle of Falling

Posted by in categories: cosmology, education

The MICROSCOPE satellite experiment has tested the equivalence principle with an unprecedented level of precision.

At an early age, we have all been taught one of the most counterintuitive facts about the physical world: two objects of unequal mass dropped in a vacuum will reach the ground simultaneously. Galileo allegedly tested this equivalence principle from the top of the Leaning Tower of Pisa in Italy, and so did the astronaut David Scott by dropping a hammer and a falcon feather at the surface of the Moon in 1971. And yet, we may find these observations disconcerting, as common sense would tell us that a heavier object should fall faster than a lighter one. But gravity is a peculiar interaction. To understand this force—and what it might tell us about other mysteries, such as dark matter and dark energy—we need to test it with ever-increasing precision. The new results by the space-borne MICROSCOPE mission have done just this.

Sep 15, 2022

Strobing Light Shapes Atomic Array

Posted by in categories: particle physics, quantum physics

An optical tweezer array is a staple tool for trapping and controlling the positions of atoms in quantum research applications. Interfering, counterpropagating lasers can perform a similar function by creating “optical lattices.” The former tool suffers from having a potential that varies from site to site, limiting the ability of the atoms to move around. The latter tool creates uniform potentials but restricts the shape to some predefined geometry. Now Zoe Yan of Princeton University and her colleagues show that they can create arbitrarily shaped, reconfigurable 2D atom lattices with uniform potentials [1]. Such traps are desirable for simulating quantum spin interactions in electronic models and exploring the behaviors of atoms in systems with complex topologies.

Yan and her colleagues create their atom arrays by sequentially adding lines of atoms until the lattice is complete. They load up to 50 cold lithium atoms into an optical tweezer. They then generate the first line of their array using a vibrating transducer, which can break up and deflect a single laser beam such that it turns into a line of light spots. Subsequent lines of the array are made with another transducer, programmed to flash on and off like a strobe light, with each line illuminated for a fraction of the strobe cycle. The result is a time-averaged 2D trap potential, where each site is independently controlled, overcoming the nonuniformity problem that previous experiments with optical tweezer arrays experienced.

Using their technique, the team has created rectangular, triangular, and octagonal-ring-shaped arrays of atoms, which they say could be used to explore the behaviors of exotic states of matter, such as chiral spin liquids.