Tuesday, March 7, 2017

A Supersolid also a Superfluid

MIT Researchers Create New Form of Matter
Supersolid is crystalline and superfluid at the same time.

MIT physicists have created a new form of matter, a supersolid, which combines the properties of solids with those of superfluids.

By using lasers to manipulate a superfluid gas known as a Bose-Einstein condensate, the team was able to coax the condensate into a quantum phase of matter that has a rigid structure — like a solid — and can flow without viscosity — a key characteristic of a superfluid. Studies into this apparently contradictory phase of matter could yield deeper insights into superfluids and superconductors, which are important for improvements in technologies such as superconducting magnets and sensors, as well as efficient energy transport. The researchers report their results this week in the journal Nature.
“It is counterintuitive to have a material which combines superfluidity and solidity,” says team leader Wolfgang Ketterle, the John D. MacArthur Professor of Physics at MIT. “If your coffee was superfluid and you stirred it, it would continue to spin around forever.”

Physicists had predicted the possibility of supersolids but had not observed them in the lab. They theorized that solid helium could become superfluid if helium atoms could move around in a solid crystal of helium, effectively becoming a supersolid. However, the experimental proof remained elusive.
The team used a combination of laser cooling and evaporative cooling methods, originally co-developed by Ketterle, to cool atoms of sodium to nanokelvin temperatures. Atoms of sodium are known as bosons, for their even number of nucleons and electrons. When cooled to near absolute zero, bosons form a superfluid state of dilute gas, called a Bose-Einstein condensate, or BEC.

Ketterle co-discovered BECs — a discovery for which he was recognized with the 2001 Nobel Prize in physics.
“The challenge was now to add something to the BEC to make sure it developed a shape or form beyond the shape of the ‘atom trap,’ which is the defining characteristic of a solid,” explains Ketterle.

Flipping the spin, finding the stripes
To create the supersolid state, the team manipulated the motion of the atoms of the BEC using laser beams, introducing “spin-orbit coupling.”

In their ultrahigh-vacuum chamber, the team used an initial set of lasers to convert half of the condensate’s atoms to a different quantum state, or spin, essentially creating a mixture of two Bose-Einstein condensates. Additional laser beams then transferred atoms between the two condensates, called a “spin flip.”
“These extra lasers gave the ‘spin-flipped’ atoms an extra kick to realize the spin-orbit coupling,” Ketterle says.

Physicists had predicted that a spin-orbit coupled Bose-Einstein condensate would be a supersolid due to a spontaneous “density modulation.” Like a crystalline solid, the density of a supersolid is no longer constant and instead has a ripple or wave-like pattern called the “stripe phase.”
“The hardest part was to observe this density modulation,” says Junru Li, an MIT graduate student who worked on the discovery. This observation was accomplished with another laser, the beam of which was diffracted by the density modulation. “The recipe for the supersolid is really simple,” Li adds, “but it was a big challenge to precisely align all the laser beams and to get everything stable to observe the stripe phase.”

Mapping out what is possible in nature
Currently, the supersolid only exists at extremely low temperatures under ultrahigh-vacuum conditions. Going forward, the team plans to carry out further experiments on supersolids and spin-orbit coupling, characterizing and understanding the properties of the new form of matter they created.

“With our cold atoms, we are mapping out what is possible in nature,” explains Ketterle. “Now that we have experimentally proven that the theories predicting supersolids are correct, we hope to inspire further research, possibly with unanticipated results.”
Several research groups were working on realizing the first supersolid. In the same issue ofNature, a group in Switzerland reported an alternative way of turning a Bose-Einstein condensate into a supersolid with the help of mirrors, which collected laser light scattering by the atoms. “The simultaneous realization by two groups shows how big the interest is in this new form of matter,” says Ketterle.

Ketterle’s team members include graduate students Junru Li, Boris Shteynas, Furkan Çağrı Top, and Wujie Huang; undergraduate Sean Burchesky; and postdocs Jeongwon Lee and Alan O. Jamison, all of whom are associates at MIT’s Research Laboratory of Electronics.
http://www.scienceandtechnologyresearchnews.com/mit-researchers-create-new-form-matter/

Monday, March 6, 2017

Physicist Georges Lemaitre

Georges Henri Joseph Édouard Lemaître Associate RAS; 17 July 1894 – 20 June 1966) was a Belgian priest, astronomer and professor of physics at the Catholic University of Leuven. He proposed the theory of the expansion of the universe, widely misattributed to Edwin Hubble. He was the first to derive what is now known as Hubble's law and made the first estimation of what is now called the Hubble constant, which he published in 1927, two years before Hubble's article. Lemaître also proposed what became known as the Big Bang theory of the origin of the universe, which he called his "hypothesis of the primeval atom" or the "Cosmic Egg.”

 

                                                          Georges Lemaître circa 1933
Summary of his Work

Lemaître was a pioneer in applying Albert Einstein's theory of general relativity to cosmology. In a 1927 article, which preceded Edwin Hubble's landmark article by two years, Lemaître derived what became known as Hubble's law and proposed it as a generic phenomenon in relativistic cosmology. Lemaître also estimated the numerical value of the Hubble constant. However, the data used by Lemaître did not allow him to prove that there was an actual linear relation, which Hubble did two years later.

Einstein was skeptical of this paper. When Lemaître approached Einstein at the 1927 Solvay Conference, the latter pointed out that Alexander Friedmann had proposed a similar solution to Einstein's equations in 1922, implying that the radius of the universe increased over time. (Einstein had also criticized Friedmann's calculations, but withdrew his comments.) In 1931, his annus mirabilis, Lemaître published an article in Nature setting out his theory of the "primeval atom."

Friedmann was handicapped by living and working in the USSR, and died in 1925, soon after inventing the Friedmann–Lemaître–Robertson–Walker metric. Because Lemaître spent his entire career in Europe, his scientific work is not as well known in the United States as that of Hubble or Einstein, both well known in the U.S. by virtue of residing there. Nevertheless, Lemaître's theory changed the course of cosmology. This was because Lemaître:

  • Was well acquainted with the work of astronomers, and designed his theory to have testable implications and to be in accord with observations of the time, in particular to explain the observed redshift of galaxies and the linear relation between distances and velocities;
  • Proposed his theory at an opportune time, since Edwin Hubble would soon publish his velocity-distance relation that strongly supported an expanding universe and, consequently, the Big Bang theory;
  • Had studied under Arthur Eddington, who made sure that Lemaître got a hearing in the scientific community.

Both Friedmann and Lemaître proposed relativistic cosmologies featuring an expanding universe. However, Lemaître was the first to propose that the expansion explains the redshift of galaxies. He further concluded that an initial "creation-like" event must have occurred. In the 1980s, Alan Guth and Andrei Linde modified this theory by adding to it a period of inflation.

Einstein at first dismissed Friedmann, and then (privately) Lemaître, out of hand, saying that not all mathematics lead to correct theories. After Hubble's discovery was published, Einstein quickly and publicly endorsed Lemaître's theory, helping both the theory and its proposer get fast recognition.

Lemaître was also an early adopter of computers for cosmological calculations. He introduced the first computer to his university (a Burroughs E101) in 1958 and was one of the inventors of the Fast Fourier transform algorithm.

In 1933, Lemaître found an important inhomogeneous solution of Einstein's field equations describing a spherical dust cloud, the Lemaître–Tolman metric.

In 1931, Lemaitre was the first scientist to propose the expansion of the universe was actually accelerating which was confirmed observationally in the 1990s through observations of very distant Type IA supernova with the Hubble Space Telescope.

In 1948 Lemaître published a polished mathematical essay "Quaternions et espace elliptique" which clarified an obscure space. William Kingdon Clifford had cryptically described elliptic space in 1873 at a time when versors were too common to mention. Lemaître developed the theory of quaternions from first principles so that his essay can stand on its own, but he recalled the Erlangen program in geometry while developing the metric geometry of elliptic space. H. S. M. Coxeter, another contributor to elliptic geometry, summarized Lemaître's work for Mathematical Reviews.

Sunday, March 5, 2017

Pulitzer Prize Overview

The Pulitzer Prize  is an award for achievements in newspaper, magazine and online journalism, literature, and musical composition in the United States. It was established in 1917 by provisions in the will of American (Hungarian-born) Joseph Pulitzer who had made his fortune as a newspaper publisher, and is administered by Columbia University in New York City. Prizes are awarded yearly in twenty-one categories. In twenty of the categories, each winner receives a certificate and a US$15,000 cash award (raised from $10,000 in 2017). The winner in the public service category of the journalism competition is awarded a gold medal.

Entry and Prize Consideration

The Pulitzer Prize does not automatically consider all applicable works in the media, but only those that have specifically entered. (There is a $50 entry fee, paid for each desired entry category.) Entries must fit in at least one of the specific prize categories, and cannot simply gain entrance for being literary or musical. Works can also only be entered in a maximum of two categories, regardless of their properties.

Each year, 102 jurors are selected by the Pulitzer Prize Board to serve on 20 separate juries for the 21 award categories; one jury makes recommendations for both photography awards. Most juries consist of five members, except for those for Public Service, Investigative Reporting, Explanatory Reporting, Feature writing and Commentary categories, which have seven members; all book juries have three members. For each award category, a jury makes three nominations. The board selects the winner by majority vote from the nominations or bypasses the nominations and selects a different entry following a 75% majority vote. The board can also vote to issue no award. The board and journalism jurors are not paid for their work; however, the jurors in letters, music, and drama receive a $2,000 honorarium for the year, and each chair receives $2,500.

History of the Award

Newspaper publisher Joseph Pulitzer gave money in his will to Columbia University to launch a journalism school and establish the Prize. It allocated $250,000 to the prize and scholarships. He specified "four awards in journalism, four in letters and drama, one in education, and four traveling scholarships." After his death, the first Pulitzer Prizes were awarded June 4, 1917; they are now announced each April. The Chicago Tribune under the control of Colonel McCormick felt that the Pulitzer Prize was nothing more than a 'mutual admiration society' and not to be taken seriously; the paper refused to compete for the prize during McCormick's tenure up until 1961.

Criticism and Studies of the Prize

Some critics of the Pulitzer Prize have accused the organization of favoring those who support liberal causes or oppose conservative causes. Syndicated columnist L. Brent Bozell said that the Pulitzer Prize has a "liberal legacy", particularly in its prize for commentary. He pointed to a 31-year period in which only five conservatives won prizes for commentary. The claim is also supported by a statement from the 2010 Pulitzer Prize winner for commentary, Kathleen Parker: "It's only because I'm a conservative basher that I'm now recognized."

A 2012 academic study by journalism professor Yong Volz and Chinese University journalism professor Francis Lee found "that only 27% of Pulitzer winners since 1991 were females, while newsrooms are about 33% female." The study concluded that the majority of female "winners enjoyed access to greater resources than the average male winner," resources including such things as attendance at Ivy League schools, metropolitan upbringing, or employment with an elite publication such as the New York Times.

Saturday, March 4, 2017

Coming: A Safer, Denser Battery

Godfather Of Lithium-Ion Battery Says He’s Found A New Battery Breakthrough
By Mark Kane, March 2, 2017

Inside EVs -- John Goodenough, famous for co-inventing the lithium-ion battery and currently 94-year-old professor in the Cockrell School of Engineering at The University of Texas at Austin, is leading a new breakthrough project in all-solid-state technology.

New solid-state battery developed by a team of engineers in Austin turns to have at least three times as much energy density as today’s lithium-ion batteries.

“Goodenough’s latest breakthrough, completed with Cockrell School senior research fellow Maria Helena Braga, is a low-cost all-solid-state battery that is noncombustible and has a long cycle life (battery life) with a high volumetric energy density and fast rates of charge and discharge. The engineers describe their new technology in a recent paper published in the journal Energy & Environmental Science.”

If that doesn’t sound good enough, there are also other advantages, making us wonder how fast someone will introduce these on the market:

  • low-cost
  • safer, noncombustible
  • faster-charging
  • longer-lasting (demonstrated more than 1,200 cycles with low cell resistance)
  • could perform well in subzero degree weather, first all-solid-state battery cell that can operate under 60 degree Celsius
  • cells can be made from earth-friendly materials

University of Texas at Austin issued a statement on the discovery:

“Cost, safety, energy density, rates of charge and discharge and cycle life are critical for battery-driven cars to be more widely adopted. We believe our discovery solves many of the problems that are inherent in today’s batteries,” Goodenough said.

The researchers demonstrated that their new battery cells have at least three times as much energy density as today’s lithium-ion batteries. A battery cell’s energy density gives an electric vehicle its driving range, so a higher energy density means that a car can drive more miles between charges. The UT Austin battery formulation also allows for a greater number of charging and discharging cycles, which equates to longer-lasting batteries, as well as a faster rate of recharge (minutes rather than hours).

Today’s lithium-ion batteries use liquid electrolytes to transport the lithium ions between the anode (the negative side of the battery) and the cathode (the positive side of the battery). If a battery cell is charged too quickly, it can cause dendrites or “metal whiskers” to form and cross through the liquid electrolytes, causing a short circuit that can lead to explosions and fires. Instead of liquid electrolytes, the researchers rely on glass electrolytes that enable the use of an alkali-metal anode without the formation of dendrites.

The use of an alkali-metal anode (lithium, sodium or potassium) — which isn’t possible with conventional batteries — increases the energy density of a cathode and delivers a long cycle life. In experiments, the researchers’ cells have demonstrated more than 1,200 cycles with low cell resistance.

Additionally, because the solid-glass electrolytes can operate, or have high conductivity, at -20 degrees Celsius, this type of battery in a car could perform well in subzero degree weather. This is the first all-solid-state battery cell that can operate under 60 degree Celsius.

Braga began developing solid-glass electrolytes with colleagues while she was at the University of Porto in Portugal. About two years ago, she began collaborating with Goodenough and researcher Andrew J. Murchison at UT Austin. Braga said that Goodenough brought an understanding of the composition and properties of the solid-glass electrolytes that resulted in a new version of the electrolytes that is now patented through the UT Austin Office of Technology Commercialization.

The engineers’ glass electrolytes allow them to plate and strip alkali metals on both the cathode and the anode side without dendrites, which simplifies battery cell fabrication.

Another advantage is that the battery cells can be made from earth-friendly materials.

“The glass electrolytes allow for the substitution of low-cost sodium for lithium. Sodium is extracted from seawater that is widely available,” Braga said.

Goodenough and Braga are continuing to advance their battery-related research and are working on several patents. In the short term, they hope to work with battery makers to develop and test their new materials in electric vehicles and energy storage devices.”

Friday, March 3, 2017

Different Lasers to Induce Fusion

New Path Suggested for Nuclear Fusion
Rice, Illinois, Chilean scientists report quantum control of atoms may make fusion energy production more efficient 

By Mike Williams, Rice University, March 2, 2017 -- Controlled nuclear fusion has been a holy grail for physicists who seek an endless supply of clean energy. Scientists at Rice University, the University of Illinois at Urbana-Champaign and the University of Chile offered a glimpse into a possible new path toward that goal.

Their report on quantum-controlled fusion puts forth the notion that rather than heating atoms to temperatures found inside the sun or smashing them in a collider, it might be possible to nudge them close enough to fuse by using shaped laser pulses: ultrashort, tuned bursts of coherent light.

 

Using shaped laser pulses — ultrashort, tuned bursts of coherent light — might make it possible to nudge atoms in a deuterium/tritium molecule close enough to fuse, according to a new study. Click on the image for a larger version. Graphic courtesy of the Gruebele Group/University of Illinois at Urbana-Champaign

Authors Peter Wolynes of Rice, Martin Gruebele of Illinois and Illinois alumnus Eduardo Berrios of Chile simulated reactions in two dimensions that, if extrapolated to three, might just produce energy efficiently from deuterium and tritium or other elements.

Their paper appears in the festschrift edition of Chemical Physical Letters dedicated to Ahmed Zewail, Gruebele’s postdoctoral adviser and a Nobel laureate for his work on femtochemistry, in which femtosecond-long laser flashes trigger chemical reactions.

The femtochemical technique is central to the new idea that nuclei can be pushed close enough to overcome the Coulomb barrier that forces atoms of like charge to repel each other. When that is accomplished, atoms can fuse and release heat through neutron scattering. When more energy is created than it takes to sustain the reaction, sustained fusion becomes viable.

The trick is to do all this in a controlled way, and scientists have been pursuing such a trick for decades, primarily by containing hydrogen plasmas at sun-like temperatures (at the U.S. Department of Energy’s National Ignition Facility and the International Thermonuclear Experimental Reactor effort in France) and in large facilities.

The new paper describes a basic proof-of-principle simulation that shows how, in two dimensions, a shaped-laser pulse would push a molecule of deuterium and tritium, its nuclei already poised at a much smaller internuclear distance than in a plasma, nearly close enough to fuse. “What prevents them from coming together is the positive charge of the nuclei, and both of these nuclei have the smallest charge, 1,” Wolynes said.

He said 2-D simulations were necessary to keep the iterative computations practical, even though doing so required stripping electrons from the model molecules. “The best way to do it would be to leave the electrons on to help the process and control their motions, but that is a higher-dimensional problem that we — or someone — will tackle in the future,” Wolynes said.

Without the electrons, it was still possible to bring nuclei within a small fraction of an angstrom by simulating the effects of shaped 5-femtosecond, near-infrared laser pulses, which held the nuclei together in a “field-bound” molecule.

“For decades, researchers have also investigated muon-catalyzed fusion, where the electron in the deuterium/tritium molecule is replaced by a muon,” Gruebele said. “Think of it as a 208-times heavier electron. As a result, the molecular bond distance shrinks by a factor of 200, poising the nuclei even better for fusion.

“Sadly, muons don’t live forever, and the increased fusion efficiency just falls short of breaking even in energy output,” he said. “But when shaped vacuum ultraviolet laser pulses become as available as the near-infrared ones we simulated here, quantum control of muonic fusion may get it over the threshold.”

Because the model works at the quantum level — where subatomic particles are subject to different rules and have the characteristics of both particles and waves — the Heisenberg uncertainty principle comes into play. That makes it impossible to know the precise location of particles and makes tuning the lasers a challenge, Wolynes said.

“It’s clear the kind of pulses you need have to be highly sculpted and have many frequencies in them,” he said. “It will probably take experimentation to figure out what the best pulse shape should be, but tritium is radioactive, so no one ever wants to put tritium in their apparatus until they’re sure it’s going to work.”

Wolynes said he and Gruebele, whose lab studies protein folding, cell dynamics, nanostructure microscopy, fish swimming behavior and other topics, have been thinking about the possibilities for about a decade, even though nuclear fusion is more of a hobby than a profession for both. “We finally got the courage to say, ‘Well, it’s worth saying something about it.’

“We’re not starting a company … yet,” he said. “But there may be angles here other people can think through that would lead to something practical even in the short term, such as production of short alpha particle pulses that could be useful in research applications.

“I’d be lying if I said that when we started the calculation, I didn’t hope it might just solve mankind’s energy problems,” Wolynes said. “At this point, it doesn’t. On the other hand, I think it’s an interesting question that starts us on a new path.”

Berrios, lead author of the paper, is a research scientist at the University of Chile, Santiago. Wolynes is the D.R. Bullard-Welch Foundation Professor of Science, a professor of chemistry, of biochemistry and cell biology, of physics and astronomy and of materials science and nanoengineering at Rice and a senior investigator at Rice’s National Science Foundation-funded Center for Theoretical Biological Physics. Gruebele is the head of chemistry, the James R. Eiszner Endowed Chair in Chemistry and a professor of physics, biophysics and computational biology at Illinois.

Thursday, March 2, 2017

Earliest Known Life on Earth

A life form or lifeform is an entity or being that is living.

Earth remains the only place in the universe known to harbor life forms.

Estimates on the number of Earth's current species range from 10 million to 14 million, of which about 1.2 million have been documented and over 86 percent have not yet been described.  More recently, in May 2016, scientists reported that 1 trillion species are estimated to be on Earth currently with only one-thousandth of one percent described. The total amount of related DNA base pairs on Earth is estimated at 5.0 x 1037 and weighs 50 billion tonnes. In comparison, the total mass of the biosphere has been estimated to be as much as 4 TtC (trillion tons of carbon). In July 2016, scientists reported identifying a set of 355 genes from the Last Universal Common Ancestor (LUCA) of all organisms living on Earth.

More than 99% of all species, amounting to over five billion species, that ever lived on Earth are estimated to be extinct.

Fossil evidence from the Earth informs most studies of the origin of life (or abiogenesis). The age of the Earth is about 4.54 billion years; the earliest undisputed evidence of life on Earth dates from at least 3.5 billion years ago, and possibly as early as the Eoarchean Era, after geological crust started to solidify following the molten Hadean Eon.

Microbial mat fossils have been found in 3.48 billion-year-old sandstone in Western Australia. Other early physical evidence of biogenic substances includes graphite, and possibly stromatolites, discovered in 3.7 billion-year-old metasedimentary rocks in southwestern Greenland. "Remains of biotic life" have been found in 4.1 billion-year-old rocks in Western Australia.

In recent years, there have been a number of discoveries that have pushed the estimated start of abiogenesis back even earlier in time. Currently, putative fossilized microorganisms (or microfossils) were discovered in hydrothermal vent precipitates in the Nuvvuagittuq belt of Quebec, Canada that were as old as 4.28 billion years, the oldest record of life on earth, suggesting "an almost instantaneous emergence of life" after ocean formation 4.4 billion years ago. According to Stephen Blair Hedges, "If life arose relatively quickly on Earth … then it could be common in the universe."

Wednesday, March 1, 2017

Coming Soon: Smarter Robots

The 5 Jobs Robots Will Take First
By Shelly Palmer

February  26, 2017 -- Oxford University researchers have estimated that 47 percent of U.S. jobs could be automated within the next two decades. But which white-collar jobs will robots take first?

First, we should define “robots” (for this article only) as technologies, such as machine learning algorithms running on purpose-built computer platforms, that have been trained to perform tasks that currently require humans to perform. With this in mind, let’s think about what you’ll do after white-collar work. Oh, and I do have a solution for the short term that will make you the last to lose your job to a robot, but I’m saving it for the end of the article.

1 – Middle Management

If your main job function is taking a number from one box in Excel and putting it in another box in Excel and writing a narrative about how the number got from place to place, robots are knocking at your door. Any job where your “special and unique” knowledge of the industry is applied to divine a causal relationship between numbers in a matrix is going to be replaced first. Be ready.

2 – Commodity Salespeople (Ad Sales, Supplies, etc.)

Unless you sell dreams or magic or negotiate using special perks, bribes or other valuable add-ons that have nothing to do with specifications, price and availability, start thinking about your next gig. Machines can take so much cost out of any sales process (request for proposal, quotation, order and fulfillment system), it is the fiduciary responsibility of your CEO and the board to hire robots. You’re fighting gravity … get out!

3 – Report Writers, Journalists, Authors & Announcers

Writing is tough. But not report writing. Machines can be taught to read data, pattern match images or video, or analyze almost any kind of research materials and create a very readable (or announceable) writing. Text-to-speech systems are evolving so quickly and sound so realistic, I expect both play-by-play and color commentators to be put out of work relatively soon – to say nothing about the numbered days of sports or financial writers. You know that great American novel you’ve been planning to write? Start now, before the machines take a creative writing class.

4 – Accountants & Bookkeepers

Data processing probably created more jobs than it eliminated, but machine learning–based accountants and bookkeepers will be so much better than their human counterparts, you’re going to want to use the machines. Robo-accounting is in its infancy, but it’s awesome at dealing with accounts payable and receivable, inventory control, auditing and several other accounting functions that humans used to be needed to do. Big Four auditing is in for a big shake-up, very soon.

5 – Doctors

This may be one of the only guaranteed positive outcomes of robots’ taking human jobs. The current world population of 7.3 billion is expected to reach 8.5 billion by 2030, 9.7 billion in 2050 and 11.2 billion in 2100, according to a new UN DESA (United Nations Department of Economic and Social Affairs) report. In practice, if everyone who ever wanted to be a doctor became one, we still would not have enough doctors.

The good news is that robots make amazing doctors, diagnosticians and surgeons. According to Memorial Sloan Kettering Cancer Center, IBM’s Watson is teaming up with a dozen US hospitals to offer advice on the best treatments for a range of cancer, and also helping to spot early-stage skin cancers. And ultra-precise robo-surgeons are currently used for everything from knee replacement surgery to vision correction. This trend is continuing at an incredible pace. I’m not sure how robodoc bedside manner will be, but you could program a “Be warm and fuzzy” algorithm and the robodoc would act warm and fuzzy. (Maybe I can get someone to program my human doctors with a warm and fuzzy algorithm?)

But Very Few Jobs Are Safe

During the Obama administration, a report of the president was published (it is no longer available at whitehouse.gov, but here’s the original link) that included a very dire prediction: “There is an 83% chance that workers who earn $20 an hour or less could have their jobs replaced by robots in the next five years. Those in the $40 an hour pay range face a 31% chance of having their jobs taken over by the machines.” Clearly, the robots are coming.

What to Do About It

In What Will You Do After White-Collar Work?, I propose, “First, technological progress is neither good nor bad; it just is. There’s no point in worrying about it, and there is certainly no point trying to add some narrative about the “good ol’ days.” It won’t help anyone. The good news is that we know what’s coming. All we have to do is adapt.

Adapting to this change is going to require us to understand how man-machine partnerships are going to evolve. This is tricky, but not impossible. We know that machine learning is going to be used to automate many, if not most, low-level cognitive tasks. Our goal is to use our high-level cognitive ability to anticipate what parts of our work will be fully automated and what parts of our work will be so hard for machines to do that man-machine partnership is the most practical approach.

With that strategy, we can work on adapting our skills to become better than our peers at leveraging man-machine partnerships. We’ve always been tool-users; now we will become tool-partners.”

Becoming a great man-machine partner team will not save every job, but it is a clear pathway to prolonging your current career while you figure out what your job must evolve into in order to continue to transfer the value of your personal intellectual property into wealth.

About Shelly Palmer

Named one of LinkedIn’s Top 10 Voices in Technology, Shelly Palmer is CEO of The Palmer Group, a strategic advisory, technology solutions and business development practice focused at the nexus of media and marketing with a special emphasis on machine learning and data-driven decision-making. He is Fox 5 New York's on-air tech and digital media expert, writes a weekly column for AdAge, and is a regular commentator on CNBC and CNN. Follow @shellypalmer or visit shellypalmer.com or subscribe to our daily email http://ow.ly/WsHcb