Tag Archives: automation

September 2017 in Review

Most frightening stories:

  • Fueled by supercharged sea temperatures, the 2017 hurricane season was a terrible, terrible season for hurricanes devastating coastal regions of the United States. One reason is that these storms not only were powerful and hit densely populated areas, but they set records for rapid intensification. Beyond all the human suffering, one thing I find disturbing is that I feel desensitized at this point when I think back to how I felt after Hurricane Katrina. The first major city destroyed is a shock, but later you get numb to it if you are not actually there. Then finally, a remote island territory is all but wiped out in what should be shocking fashion, and the public and government response is decidedly muted. This is what the age of climate change and weapons proliferation might be like, a long, slow process of shifting baselines where the unthinkable becomes thinkable over time.
  • In a story that U.S. media didn’t seem to pick up, China seemed to make a statement in its  official state-run media that it would defend North Korea in case of an unprovoked attack by the U.S. and its allies. John Bolton  and Lindsey Graham made comments suggesting they think any number of Korean dead would be a price worth paying for an unprovoked U.S. attack. The Trump administration is openly using Nazi propaganda.
  • During the Vietnam War the United States dropped approximately twice as many tons of bombs in Southeast Asia as the Allied forces combined used against both Germany and Japan in World War II. After the Cold War finally ended, Mikhail Gorbachev made some good suggestions for how to achieve a lasting peace. They were ignored. We may be witnessing the decline of the American Empire as a result.

Most hopeful stories:

  • It’s possible that a universal basic income could save the U.S. government money by replacing less efficient assistance programs.
  • There are also workable proposals for a U.S. single-payer health insurance program, although this one would somewhat obviously mean the government spending more money, which it would have to collect in taxes. People would come out ahead financially if the taxes were less than the premiums they are paying now, which doesn’t seem that hard, but of course this is politically tough given the incredibly effective propaganda the finance industry has used to kill the idea for the last 50 years.
  • Utility-scale solar energy cost dropped 30% in one year.

Most interesting stories, that were not particularly frightening or hopeful, or perhaps were a mixture of both:

  • The FDA has approved formal trials of Ecstasy to treat post-traumatic stress disorder.
  • I learned that the OECD Science, Technology and Innovation Outlook named “ten key emerging technology trends”: The Internet of Things, Big data analytics, Artificial intelligence, Neurotechnologies, Nano/microsatellites, Nanomaterials, Additive manufacturing / 3D printing, Advanced energy storage technologies, Synthetic biology, Blockchain
  • In automation news, Tesla is testing automated truck platoons. And there’s a site that will try to predict whether robots will take your job.

Will robots take my job?

If you want to know if robots will take your job, you can go to willrobotstakemyjob.com. It turns out my job (“environmental engineer” is the closest match) is particularly hard to automate at just a 1.8% chance robots will take my job, so I’ve got that going for me. I typed in ten other other career choices to see what I would get, then ranked them from most to least at risk.

  • auto mechanic: 59%
  • electrician: 15%
  • electrical engineer: 10%
  • mathematician: 4.7%
  • biochemist/biophysicist: 2.7%
  • materials scientist: 2.1%
  • chemical engineer: 1.7%
  • computer scientist: 1.5%
  • mechanical engineer: 1.1%
  • nurse: 0.9%

I won’t bother typing in the obvious ones like taxi driver (89%) or court reporter (50%). Okay, I did and that last one surprised me a little. The ten I picked weren’t random, they were ones I thought would be safe, and it turns out I was right except for auto mechanic. I’m a little surprised at that. Vehicles are merging with computers and getting more complex all the time, which means they are going to require more troubleshooting, updating, and will become obsolete faster than the past. I would also think a car mechanic could cross-train as a robot mechanic pretty easily. So the mechanics of the future will have to be equal parts grease monkey and tech support. Maybe they won’t be called mechanics, but the complicated systems we are creating are going to break in unpredictable ways and skilled troubleshooters are going to be in demand.

Anyway, the bottom line is that most types of engineering, and research positions related to genetics and/or materials, are pretty safe. Nursing is a field where supply just never seems to catch up to demand, and medical technology (and spending) just keep marching forward as the population ages and lives longer. You can still make a living as an electrician or a plumber.

I also learned something about the Standard Occupational Classification system used by the U.S. Department of Labor.

The 2010 Standard Occupational Classification (SOC) system is used by Federal statistical agencies to classify workers into occupational categories for the purpose of collecting, calculating, or disseminating data. All workers are classified into one of 840 detailed occupations according to their occupational definition. To facilitate classification, detailed occupations are combined to form 461 broad occupations, 97 minor groups, and 23 major groups. Detailed occupations in the SOC with similar job duties, and in some cases skills, education, and/or training, are grouped together.

 

Facebook let two chat bots talk to each other and they invented a new language

Facebook let two chat bots talk to each other and they invented a new language, one seemingly nonsense to humans but apparently they understood it.

…this nonsense was the discussion of what might be the most sophisticated negotiation software on the planet? Negotiation software that had learned, and evolved, to get the best deal possible with more speed and efficiency–and perhaps, hidden nuance–than you or I ever could? Because it is.

This conversation occurred between two AI agents developed inside Facebook. At first, they were speaking to each other in plain old English. But then researchers realized they’d made a mistake in programming.

“There was no reward to sticking to English language,” says Dhruv Batra, visiting research scientist from Georgia Tech at Facebook AI Research (FAIR). As these two agents competed to get the best deal–a very effective bit of AI vs. AI dogfighting researchers have dubbed a “generative adversarial network”–neither was offered any sort of incentive for speaking as a normal person would. So they began to diverge, eventually rearranging legible words into seemingly nonsensical sentences.

men and automation-driven job loss

This Wired article, despite its offensive title (MEN WILL LOSE THE MOST JOBS TO ROBOTS, AND THAT’S OK), makes some interesting points that the kinds of jobs being automated today might disproportionately affect men.

Robots are coming for our jobs—but not all of our jobs. They’re coming, in ever increasing numbers, for a certain kind of work. For farm and factory labor. For construction. For haulage. In other words, blue-collar jobs traditionally done by men…

Some political rhetoric blames outsourcing and immigration for the decline in “men’s work,” but automation is a greater threat to these kinds of jobs—and technological progress cannot be stopped at any border. A recent Oxford study predicted that 70 percent of US construction jobs will disappear in the coming decades; 97 percent of those jobs are held by men, and so are 95 percent of the 3.5 million transport and trucking jobs that robots are presently eyeing. That’s scary, and it’s one reason so many men are expressing their anger and anxiety at home, in the streets, and at the polls.

While all of this is going on, though, there’s a counter­phenomenon playing out. As society panics about bricklaying worker droids and self-driving 18-wheelers, jobs traditionally performed by women—in the so-called pink-collar industries, as well as unpaid labor—are still relatively safe, and some are even on the rise. These include childcare. And service. And nursing, which the US Bureau of Labor Statistics predicts will need a million­-plus more workers in the next decade.

Because when I walk by Bubba the construction worker with his cat calling and cigar smoking I think, that’s the guy I want to leave alone in my home with my children. Of course, that’s as stereotype, but I pass a few Bubbas on the way to my job every day, where I pound on a keyboard alongside men and women. I’m willing to buy the idea that manly jobs are filled mostly by men, but I’m not willing to buy the idea that most men work at manly jobs. I don’t have the stats, but I willing to speculate there are a lot of us men pounding on keyboards for every manly lumberjack and cowboy out there. I wouldn’t discourage my son from considering a career in nursing or elementary school teaching, if that interests him, but more likely I will gently steer both my son and daughter toward technical fields like computer science, genetics, or engineering where they can be the ones designing and directing the technologies that is changing all our lives. I would like them to have a solid foundation of a well-rounded education in language, history, and ethics, which everyone needs, and then some solid skills with real economic value to top that off.

July 2017 in Review

Most frightening stories:

Most hopeful stories:

  • A new cancer treatment genetically modifies a patient’s own immune system to attack cancer cells.
  • Shareholders of big fossil fuel companies are starting to force some action on climate change business risk disclosure.
  • Richard Florida offers five ideas for solving poverty and what is wrong with cities: taxing land based on its improved value, massive investment in public transportation and public education, ending the mortgage interest tax deduction, and guaranteed minimum income.

Most interesting stories, that were not particularly frightening or hopeful, or perhaps were a mixture of both:

  • Technology is marching on, whether or not the economy and human species are. The new thing with satellites is to have lots of small, cheap ones instead of a few big, expensive ones. Even if the coal industry were to make a comeback, today’s coal jobs are going to data analysts, remote control machine operators, mechanical and electrical engineers, not guys underground with pickaxes and headlamps. But the coal can be produced with a lot less human effort (i.e. jobs) than it used to be. Iris scans like in Minority Report are now a thing.
  • Ecologists have some new ideas for measuring resilience of ecosystems. Technologists have some wild ideas to have robots directly counteract the effects of humans on ecosystems. I like ideas – how do I get a (well-compensated) job where I can just sit around and think up ideas?
  • Isaac Asimov says truly creative people (1) are weird and (2) generally work alone.

Some combination of the Trump news, the things I see every day on the streets of Philadelphia, and events affecting friends and family led me to question this month whether the United States is really a society in decline. Actually, I don’t question that, I think the answer is yes. But the more important question is whether it is a temporary or permanent decline, and what it means for the rest of the globe. I am leaning slightly toward permanent, but maybe I will feel better next month, we’ll see. Maybe I need to get out of this country for a little while. Last time I did that I felt that the social glue holding Americans together is actually pretty strong compared to most other places, even if our government and its approach to other governments have become largely dysfunctional. We need to get through the next couple years without a nuclear detonation, hope the current vacuum of leadership leads some quality leaders to emerge, and hope things have nowhere to go but up. There, I talked myself off the ledge!

 

“automated curation of wild places”

This is a fascinating idea, could even be attempted on other planets, and provides limitless ideas for dystopian science fiction about what could go wrong and/or whether we could all be experiencing some form of “automated curation” right now.

Designing Autonomy: Opportunities for New Wildness in the Anthropocene
Bradley Cantrell, Laura J. Martin, and Erle C. Ellis

Maintaining wild places increasingly involves intensive human interventions. Several recent projects use semi-automated mediating technologies to enact conservation and restoration actions, including re-seeding and invasive species eradication. Could a deep-learning system sustain the autonomy of nonhuman ecological processes at designated sites without direct human interventions? We explore here the prospects for automated curation of wild places, as well as the technical and ethical questions that such co-creation poses for ecologists, conservationists, and designers. Our goal is to foster innovative approaches to creating and maintaining the autonomy of evolving ecological systems.

After rooting around just a bit I was able to find an open source proof of this paper here.

June 2017 in Review

Most frightening stories:

  • The Onion shared this uncharacteristically unfunny observation: “MYTH: There is nothing mankind can do to prevent climate change. FACT: There is nothing mankind will do to prevent climate change”. It’s not funny because it’s probably true.
  • Water-related hazards including flood, drought, and disease have significant effects on economic growth.
  • There were 910 deaths from drug overdose in Philadelphia last year. Interestingly, I started writing a post thinking I might compare that to car accidents, and ended up concluding that the lack of a functioning health care system might be our #1 problem in the U.S.

Most hopeful stories:

Most interesting stories, that were not particularly frightening or hopeful, or perhaps were a mixture of both:

  • Tile is a sort of wireless keychain that can help you find your keys, wallet, and those other pesky things you are always misplacing (or your significant other is moving, but won’t admit it).
  • Fleur de lawn” is a mix of perennial rye, hard fescue, micro clover, yarrow, Achillea millefolium, sweet alyssum, Lobularia maritima, baby blue eyes, Nemophila menziesi, English daisy, Bellis perennis, and O’Connor’s strawberry clover, Trifolium fragiferum.
  • Traditional car companies are actually leading the pack in self-driving car development, by some measures.

automation in the coal industry

The simplistic image of “coal jobs” meaning miners toiling underground is no longer accurate given the increasing automation of the coal industry, according to Bloomberg.

Coal miners no longer swing a pickax or wield a shovel. While coal companies are hiring again, executives are starting to search for workers who can crunch gigabytes of data or use a joystick to maneuver mining vehicles hundreds of miles away…

“Whether coal comes back or not is not necessarily directly related to jobs,” Heath Lovell, a spokesman for coal producer Alliance Resource Partners LP, said in an interview on NPR’s “On Point.” “We should be becoming more and more efficient, which would mean we could produce the same amount of coal with less employees…”

One irony for the industry now is that in some areas the coal companies say they can’t find the high-skilled workers they need. In West Virginia, companies are resorting to offering signing bonuses and fully paid healthcare to poach experienced shift foremen, mechanics and electricians from rivals. Many of those workers left the coal industry during the last decade’s collapse and found more stable employment in other sectors. They aren’t anxious to switch back.

electric self-driving cars

Electric cars and self-driving cars are both going to happen at the same time. Here is Inhabitat on the Nissan Leaf:

We’re just a few months away from the debut of the all-new 2018 Nissan Leaf – and the automaker just announced a killer feature for its next-generation electric vehicle. In addition to a complete restyling and a longer driving range, the 2018 Leaf will be able to drive itself with Nissan’s new ProPILOT Assist autonomous technology.

ProPILOT Assist can take over driving tasks on the highway, which includes accelerating, braking and steering controls. The 2018 Leaf won’t have the full SAE Level 4 technology, which would give it the ability to also drive autonomously on city streets. Nissan says that “in the coming years” the ProPILOT Assist technology will be improved to give it the ability to navigate city intersections.

May 2017 in Review

Most frightening stories:

  • The public today is more complacent about nuclear weapons than they were in the 1980s, even though the risk is arguably greater and leaders seem to be more ignorant and reckless.
  • The NSA is trying “to identify laboratories and/or individuals who may be involved in nefarious use of genetic research”.
  • We hit 410 ppm at Mauna Loa.

Most hopeful stories:

Most interesting stories, that were not particularly frightening or hopeful, or perhaps were a mixture of both:

  • Some experts think the idea of national sovereignty itself is now in doubt.
  • Taser wants to record everything the police do, everywhere, all the time, and use artificial intelligence to make sense of the data.
  • The sex robots are here.