Tag Archives: Katharine Schwab

Toronto, Sidewalk Labs, smart cities, and timber

The ‘smart city’ initiatives continue to fascinate. During the summer, Toronto’s efforts were described in a June 24, 2019 article by Katharine Schwab for Fast Company (Note: Links have been removed),

Today, Google sister company Sidewalk Labs released a draft of its master plan to transform 12 acres on the Toronto waterfront into a smart city. The document details the neighborhood’s buildings, street design, transportation, and digital infrastructure—as well as how the company plans to construct it.

When a leaked copy of the plan popped up online earlier this year, we learned that Sidewalk Labs plans to build the entire development, called Quayside, out of mass timber. But today’s release of the official plan reveals the key to doing so: Sidewalk proposes investing $80 million to build a timber factory and supply chain that would support its fully timber neighborhood. The company says the factory, which would be focused on manufacturing prefabricated building pieces that could then be assembled into fully modular buildings on site, could reduce building time by 35% compared to more traditional building methods.

“We would fund the creation of [a factory] somewhere in the greater Toronto area that we think could play a role in catalyzing a new industry around mass timber,” says Sidewalk Labs CEO and chairman Dan Doctoroff.

However, the funding of the factory is dependent on Sidewalk Labs being able to expand its development plan to the entire riverfront district. .. [emphasis mine].

Here’s where I think it gets very interesting,

Sidewalk proposes sourcing spruce and fir trees from the forests in Ontario, Quebec, and British Columbia. While Canada has 40% of the world’s sustainable forests, Sidewalk claims, the country has few factories that can turn these trees into the building material. That’s why the company proposes starting a factory to process two kinds of mass timber: Cross-laminated timber (CLT) and glulam beams. The latter is meant specifically to bear the weight of the 30-story buildings Sidewalk hopes to build. While Sidewalk says that 84% of the larger district would be handed over for development by local companies, the plan requires that these companies uphold the same sustainability standards when it comes to performance

Sidewalk says companies wouldn’t be required to build with CLT and glulam, but since the company’s reason for building the mass timber factory is that there aren’t many existing manufacturers to meet the needs for a full-scale development, the company’s plan might ultimately push any third-party developers toward using its [Google] factory to source materials. … [emphasis mine]

If I understand this rightly, Google wants to expand its plan to Toronto’s entire waterfront to make building a factory to produce the type of wood products Google wants to use in its Quayside development financially feasible (profitable). And somehow, local developers will not be forced to build the sames kinds of structures although Google will be managing the entire waterfront development. Hmmm.

Let’s take a look at one of Google’s other ‘city ventures’.

Louisville, Kentucky

First, Alphabet is the name of Google’s parent company and it was Alphabet that offered the city of Louisville an opportunity for cheap, abundant internet service known as Google Fiber. From a May 6, 2019 article by Alex Correa for the The Edge (Note: Links have been removed),

In 2015, Alphabet chose several cities in Kentucky to host its Google Fiber project. Google Fiber is a service providing broadband internet and IPTV directly to a number of locations, and the initiative in Kentucky … . The tech giant dug up city streets to bury fibre optic cables of their own, touting a new technique that would only require the cables to be a few inches beneath the surface. However, after two years of delays and negotiations after the announcement, Google abandoned the project in Louisville, Kentucky.

Like an unwanted pest in a garden, sign of Google’s presence can be seen and felt in the city streets. Metro Councilman Brandon Coan criticized the state of the city’s infrastructure, pointing out that strands of errant, tar-like sealant, used to cover up the cables, are “everywhere.” Speaking outside of a Louisville coffee shop that ran Google Fiber lines before the departure, he said, “I’m confident that Google and the city are going to negotiate a deal… to restore the roads to as good a condition as they were when they got here. Frankly, I think they owe us more than that.”

Google’s disappearance did more than just damage roads [emphasis mine] in Louisville. Plans for promising projects were abandoned, including transformative economic development that could have provided the population with new jobs and vastly different career opportunities than what was available. Add to that the fact that media coverage of the aborted initiative cast Louisville as the site of a failed experiment, creating an impression of the city as an embarrassment. (Google has since announced plans to reimburse the city $3.84 million over 20 months to help repair the damage to the city’s streets and infrastructure.)

A February 22, 2019 article on CBC (Canadian Broadcasting Corporation) Radio news online offers images of the damaged roadways and a particle transcript of a Day 6 radio show hosted by Brent Bambury,

Shortly after it was installed, the sealant on the trenches Google Fiber cut into Louisville roads popped out. (WDRB Louisville) Courtesy: CBC Radio Day 6

Google’s Sidewalk Labs is facing increased pushback to its proposal to build a futuristic neighbourhood in Toronto, after leaked documents revealed the company’s plans are more ambitious than the public had realized.

One particular proposal — which would see Sidewalk Labs taking a cut of property taxes in exchange for building a light rail transit line along Toronto’s waterfront — is especially controversial.

The company has developed an impressive list of promises for its proposed neighbourhood, including mobile pre-built buildings and office towers that tailor themselves to occupants’ behaviour.

But Louisville, Kentucky-based business reporter Chris Otts says that when Google companies come to town, it doesn’t always end well.

What was the promise Google Fiber made to Louisville back in 2015?

Well, it was just to be included as one of their Fiber cities, which was a pretty serious deal for Louisville at the time. A big coup for the mayor, and his administration had been working for years to get Google to consider adding Louisville to that list.

So if the city was eager, what sorts of accommodations were made for Google to entice them to come to Louisville?

Basically, the city did everything it could from a streamlining red tape perspective to get Google here … in terms of, you know, awarding them a franchise, and allowing them to be in the rights of way with this innovative technique they had for burying their cables here.
And then also, they [the city] passed a policy, which, to be sure, they say is just good policy regardless of Google’s support for it. But it had to do with how new Internet companies like Google can access utility poles to install their networks.

And Louisville ended up spending hundreds of thousands of dollars to defend that new policy in court in lawsuits by AT&T and by the traditional cable company here.

When Google Fiber starts doing business, they’re offering cheaper high speed Internet access, and they start burying these cables in the ground.

When did things start to go sideways for this project?

I don’t know if I would say ‘almost immediately,’ but certainly the problems were evident fairly quickly.

So they started their work in 2017. If you picture it, [in] the streets you can see on either side there are these seams. They look like little strings … near the end of the streets on both sides. And there are cuts in the street where they buried the cable and they topped it off with this sealant

And fairly early on — within months, I would say, of them doing that — you could see the sealant popping out. The conduit in there [was] visible or exposed. And so it was fairly evident that there were problems with it pretty quickly

Was this the first time that they had used this system and the sealant that you’re describing?

It was the first time, according to them, that they had used such shallow trenches in the streets.

So these are as shallow as two inches below the pavement surface that they’d bury these cables. It’s the ultra-shallow version of this technique.

And what explanation did Google Fiber offer for their decision to leave Louisville?

That it was basically a business decision; that they were trying this construction method to see if it was sustainable and they just had too many problems with it.

And as they said directly in their … written statement about this, they decided that instead of doing things right and starting over, which they would have to do essentially to keep providing service in Louisville, that it was the better business decision for them to just pick up and leave.

Toronto’s Sidewalk Labs isn’t Google Fiber — but they’re both owned by Google’s parent company, Alphabet.

If Louisville could give Toronto a piece of advice about welcoming a Google infrastructure project to town, what do you think that advice would be?

The biggest lesson from this is that one day they can be next to you at the press conference saying what a great city you are and how happy they are to … provide new service in your market, and then the next day, with almost no notice, they can say, “You know what? This doesn’t make sense for us anymore. And by the way, see ya. Thanks for having us. Sorry it didn’t work out.”

Google’s promises to Toronto

Getting back to Katharine Schwab’s June 24, 2019 fast Company article,

The factory is also key to another of Sidewalk’s promises: Jobs. According to Sidewalk, the factory itself would create 2,500 jobs [emphasis mine] along the entire supply chain over a 20-year period. But even if the Canadian government approves Sidewalk’s plan and commits to building out the entire waterfront district to take advantage of the mass timber factory’s economies of scale, there are other regulatory hurdles to overcome. Right now, the building code in Toronto doesn’t allow for timber buildings over six stories tall. All of Sidewalk’s proposed buildings are over six stories, and many of them go up to 30 stories. Doctoroff said he was optimistic that the company will be able to get regulations changed if the city decides to adopt the plan. There are several examples of timber buildings that are already under construction, with a planned skyscraper in Japan that will be 70 stories.

Sidewalk’s proposal is the result of 18 months of planning, which involved getting feedback from community members and prototyping elements like a building raincoat that the company hopes to include in the final development. It has come under fire from privacy advocates in particular, and the Canadian government is currently facing a lawsuit from a civil liberties group over its decision to allow a corporation to propose public privacy governance standards.

Now that the company has released the plan, it will be up to the Canadian government to decide whether to move forward. And the mass timber factory, in particular, will be dependent on the government adopting Sidewalk’s plan wholesale, far beyond the Quayside development—a reminder that Sidewalk is a corporation that’s here to make money, dangling investment dollars in front of the government to incentivize it to embrace Sidewalk as the developer for the entire area.

A few thoughts

Those folks in Louisville made a lot of accommodations for Google only to have the company abandon them. They will get some money in compensation, finally, but it doesn’t make up for the lost jobs and the national, if not international, loss of face.

I would think that should things go wrong, Google would do exactly the same thing to Toronto. As for the $80M promise, here’s exactly how it’s phrased in the June 24, 2019 Sidewalk Labs news release,

… Together with local partners, Sidewalk proposes to invest up to $80 million in a mass timber factory in Ontario to jumpstart this emerging industry.

So, Alphabet/Google/Sidewalk has proposed up to an $80M investment—with local partners. I wonder how much this factory is supposed to cost and what kinds of accommodations Alphabet/Google/Sidewalk will demand. Possibilities include policy changes, changes in municipal bylaws, and government money. In other words, Canadian taxpayers could end up footing part of the bill and/or local developers could be required to cover and outsize percentage of the costs for the factory as they jockey for the opportunity to develop part of Toronto’s waterfront.

Other than Louisville, what’s the company’s track record with regard to its partnerships with cities and municipalities? I Haven’t found any success stories in my admittedly brief search. Unusually, the company doesn’t seem to be promoting any of its successful city partnerships.

Smart city

While my focus has been on the company’s failure with Louisville and the possible dangers inherent to Toronto in a partnership with this company, it shouldn’t be forgotten that all of this development is in the name of a ‘smart’ city and that means data-driven. My March 28, 2018 posting features some of the issues with the technology, 5G, that will be needed to make cities ‘smart’. There’s also my March 20, 2018 posting (scroll down about 30% of the way) which looks at ‘smart’ cities in Canada with a special emphasis on Vancouver.

You may want to check out David Skok’s February 15, 2019 Maclean’s article (Cracks in the Sidewalk) for a Torontonian’s perspective.

Should you wish to do some delving yourself, there’s Sidewalk Labs website here and a June 24, 2019 article by Matt McFarland for CNN detailing some of the latest news about the backlash in Toronto concerning Sidewalk Labs.

A September 2019 update

Waterfront Toronto’s Digital Strategy Advisory Panel (DSAP) submitted a report to Google in August 2019 which was subsequently published as of September 10, 2019. To sum it up, the panel was not impressed with Google’s June 2019 draft master plan. From a September 11, 2019 news item on the Guardian (Note: Links have been removed),

A controversial smart city development in Canada has hit another roadblock after an oversight panel called key aspects of the proposal “irrelevant”, “unnecessary” and “frustratingly abstract” in a new report.

The project on Toronto’s waterfront, dubbed Quayside, is a partnership between the city and Google’s sister company Sidewalk Labs. It promises “raincoats” for buildings, autonomous vehicles and cutting-edge wood-frame towers, but has faced numerous criticisms in recent months.

A September 11, 2019 article by Ian Bick of Canadian Press published on the CBC (Canadian Broadcasting Corporation) website offers more detail,

Preliminary commentary from Waterfront Toronto’s digital strategy advisory panel (DSAP) released Tuesday said the plan from Google’s sister company Sidewalk is “frustratingly abstract” and that some of the innovations proposed were “irrelevant or unnecessary.”

“The document is somewhat unwieldy and repetitive, spreads discussions of topics across multiple volumes, and is overly focused on the ‘what’ rather than the ‘how,’ ” said the report on the panel’s comments.

Some on the 15-member panel, an arm’s-length body that gives expert advice to Waterfront Toronto, have also found the scope of the proposal to be unclear or “concerning.”

The report says that some members also felt the official Sidewalk plan did not appear to put the citizen at the centre of the design process for digital innovations, and raised issues with the way Sidewalk has proposed to manage data that is generated from the neighbourhood.

The panel’s early report is not official commentary from Waterfront Toronto, the multi-government body that is overseeing the Quayside development, but is meant to indicate areas that needs improvement.

The panel, chaired by University of Ottawa law professor Michael Geist, includes executives, professors, and other experts on technology, privacy, and innovation.

Sidewalk Labs spokeswoman Keerthana Rang said the company appreciates the feedback and already intends to release more details in October on the digital innovations it hopes to implement at Quayside.

I haven’t been able to find the response to DSAP’s September 2019 critique but I did find this Toronto Sidewalk Labs report, Responsible Data Use Assessment Summary :Overview of Collab dated October 16, 2019. Of course, there’s still another 10 days before October 2019 is past.

A potpourri of robot/AI stories: killers , kindergarten teachers, a Balenciaga-inspired AI fashion designer, a conversational android, and more

Following on my August 29, 2018 post (Sexbots, sexbot ethics, families, and marriage), I’m following up with a more general piece.

Robots, AI (artificial intelligence), and androids (humanoid robots), the terms can be confusing since there’s a tendency to use them interchangeably. Confession: I do it too, but, not this time. That said, I have multiple news bits.

Killer ‘bots and ethics

The U.S. military is already testing a Modular Advanced Armed Robotic System. Credit: Lance Cpl. Julien Rodarte, U.S. Marine Corps

That is a robot.

For the purposes of this posting, a robot is a piece of hardware which may or may not include an AI system and does not mimic a human or other biological organism such that you might, under circumstances, mistake the robot for a biological organism.

As for what precipitated this feature (in part), it seems there’s been a United Nations meeting in Geneva, Switzerland held from August 27 – 31, 2018 about war and the use of autonomous robots, i.e., robots equipped with AI systems and designed for independent action. BTW, it’s the not first meeting the UN has held on this topic.

Bonnie Docherty, lecturer on law and associate director of armed conflict and civilian protection, international human rights clinic, Harvard Law School, has written an August 21, 2018 essay on The Conversation (also on phys.org) describing the history and the current rules around the conduct of war, as well as, outlining the issues with the military use of autonomous robots (Note: Links have been removed),

When drafting a treaty on the laws of war at the end of the 19th century, diplomats could not foresee the future of weapons development. But they did adopt a legal and moral standard for judging new technology not covered by existing treaty language.

This standard, known as the Martens Clause, has survived generations of international humanitarian law and gained renewed relevance in a world where autonomous weapons are on the brink of making their own determinations about whom to shoot and when. The Martens Clause calls on countries not to use weapons that depart “from the principles of humanity and from the dictates of public conscience.”

I was the lead author of a new report by Human Rights Watch and the Harvard Law School International Human Rights Clinic that explains why fully autonomous weapons would run counter to the principles of humanity and the dictates of public conscience. We found that to comply with the Martens Clause, countries should adopt a treaty banning the development, production and use of these weapons.

Representatives of more than 70 nations will gather from August 27 to 31 [2018] at the United Nations in Geneva to debate how to address the problems with what they call lethal autonomous weapon systems. These countries, which are parties to the Convention on Conventional Weapons, have discussed the issue for five years. My co-authors and I believe it is time they took action and agreed to start negotiating a ban next year.

Docherty elaborates on her points (Note: A link has been removed),

The Martens Clause provides a baseline of protection for civilians and soldiers in the absence of specific treaty law. The clause also sets out a standard for evaluating new situations and technologies that were not previously envisioned.

Fully autonomous weapons, sometimes called “killer robots,” would select and engage targets without meaningful human control. They would be a dangerous step beyond current armed drones because there would be no human in the loop to determine when to fire and at what target. Although fully autonomous weapons do not yet exist, China, Israel, Russia, South Korea, the United Kingdom and the United States are all working to develop them. They argue that the technology would process information faster and keep soldiers off the battlefield.

The possibility that fully autonomous weapons could soon become a reality makes it imperative for those and other countries to apply the Martens Clause and assess whether the technology would offend basic humanity and the public conscience. Our analysis finds that fully autonomous weapons would fail the test on both counts.

I encourage you to read the essay in its entirety and for anyone who thinks the discussion about ethics and killer ‘bots is new or limited to military use, there’s my July 25, 2016 posting about police use of a robot in Dallas, Texas. (I imagine the discussion predates 2016 but that’s the earliest instance I have here.)

Teacher bots

Robots come in many forms and this one is on the humanoid end of the spectum,

Children watch a Keeko robot at the Yiswind Institute of Multicultural Education in Beijing, where the intelligent machines are telling stories and challenging kids with logic problems  [donwloaded from https://phys.org/news/2018-08-robot-teachers-invade-chinese-kindergartens.html]

Don’t those ‘eyes’ look almost heart-shaped? No wonder the kids love these robots, if an August  29, 2018 news item on phys.org can be believed,

The Chinese kindergarten children giggled as they worked to solve puzzles assigned by their new teaching assistant: a roundish, short educator with a screen for a face.

Just under 60 centimetres (two feet) high, the autonomous robot named Keeko has been a hit in several kindergartens, telling stories and challenging children with logic problems.

Round and white with a tubby body, the armless robot zips around on tiny wheels, its inbuilt cameras doubling up both as navigational sensors and a front-facing camera allowing users to record video journals.

In China, robots are being developed to deliver groceries, provide companionship to the elderly, dispense legal advice and now, as Keeko’s creators hope, join the ranks of educators.

At the Yiswind Institute of Multicultural Education on the outskirts of Beijing, the children have been tasked to help a prince find his way through a desert—by putting together square mats that represent a path taken by the robot—part storytelling and part problem-solving.

Each time they get an answer right, the device reacts with delight, its face flashing heart-shaped eyes.

“Education today is no longer a one-way street, where the teacher teaches and students just learn,” said Candy Xiong, a teacher trained in early childhood education who now works with Keeko Robot Xiamen Technology as a trainer.

“When children see Keeko with its round head and body, it looks adorable and children love it. So when they see Keeko, they almost instantly take to it,” she added.

Keeko robots have entered more than 600 kindergartens across the country with its makers hoping to expand into Greater China and Southeast Asia.

Beijing has invested money and manpower in developing artificial intelligence as part of its “Made in China 2025” plan, with a Chinese firm last year unveiling the country’s first human-like robot that can hold simple conversations and make facial expressions.

According to the International Federation of Robots, China has the world’s top industrial robot stock, with some 340,000 units in factories across the country engaged in manufacturing and the automotive industry.

Moving on from hardware/software to a software only story.

AI fashion designer better than Balenciaga?

Despite the title for Katharine Schwab’s August 22, 2018 article for Fast Company, I don’t think this AI designer is better than Balenciaga but from the pictures I’ve seen the designs are as good and it does present some intriguing possibilities courtesy of its neural network (Note: Links have been removed),

The AI, created by researcher Robbie Barat, has created an entire collection based on Balenciaga’s previous styles. There’s a fabulous pink and red gradient jumpsuit that wraps all the way around the model’s feet–like a onesie for fashionistas–paired with a dark slouchy coat. There’s a textural color-blocked dress, paired with aqua-green tights. And for menswear, there’s a multi-colored, shimmery button-up with skinny jeans and mismatched shoes. None of these looks would be out of place on the runway.

To create the styles, Barat collected images of Balenciaga’s designs via the designer’s lookbooks, ad campaigns, runway shows, and online catalog over the last two months, and then used them to train the pix2pix neural net. While some of the images closely resemble humans wearing fashionable clothes, many others are a bit off–some models are missing distinct limbs, and don’t get me started on how creepy [emphasis mine] their faces are. Even if the outfits aren’t quite ready to be fabricated, Barat thinks that designers could potentially use a tool like this to find inspiration. Because it’s not constrained by human taste, style, and history, the AI comes up with designs that may never occur to a person. “I love how the network doesn’t really understand or care about symmetry,” Barat writes on Twitter.

You can see the ‘creepy’ faces and some of the designs here,

Image: Robbie Barat

In contrast to the previous two stories, this all about algorithms, no machinery with independent movement (robot hardware) needed.

Conversational android: Erica

Hiroshi Ishiguro and his lifelike (definitely humanoid) robots have featured here many, many times before. The most recent posting is a March 27, 2017 posting about his and his android’s participation at the 2017 SXSW festival.

His latest work is featured in an August 21, 2018 news news item on ScienceDaily,

We’ve all tried talking with devices, and in some cases they talk back. But, it’s a far cry from having a conversation with a real person.

Now a research team from Kyoto University, Osaka University, and the Advanced Telecommunications Research Institute, or ATR, have significantly upgraded the interaction system for conversational android ERICA, giving her even greater dialog skills.

ERICA is an android created by Hiroshi Ishiguro of Osaka University and ATR, specifically designed for natural conversation through incorporation of human-like facial expressions and gestures. The research team demonstrated the updates during a symposium at the National Museum of Emerging Science in Tokyo.

Here’s the latest conversational android, Erica

Caption: The experimental set up when the subject (left) talks with ERICA (right) Credit: Kyoto University / Kawahara lab

An August 20, 2018 Kyoto University press release on EurekAlert, which originated the news item, offers more details,

When we talk to one another, it’s never a simple back and forward progression of information,” states Tatsuya Kawahara of Kyoto University’s Graduate School of Informatics, and an expert in speech and audio processing.

“Listening is active. We express agreement by nodding or saying ‘uh-huh’ to maintain the momentum of conversation. This is called ‘backchanneling’, and is something we wanted to implement with ERICA.”

The team also focused on developing a system for ‘attentive listening’. This is when a listener asks elaborating questions, or repeats the last word of the speaker’s sentence, allowing for more engaging dialogue.

Deploying a series of distance sensors, facial recognition cameras, and microphone arrays, the team began collecting data on parameters necessary for a fluid dialog between ERICA and a human subject.

“We looked at three qualities when studying backchanneling,” continues Kawahara. “These were: timing — when a response happens; lexical form — what is being said; and prosody, or how the response happens.”

Responses were generated through machine learning using a counseling dialogue corpus, resulting in dramatically improved dialog engagement. Testing in five-minute sessions with a human subject, ERICA demonstrated significantly more dynamic speaking skill, including the use of backchanneling, partial repeats, and statement assessments.

“Making a human-like conversational robot is a major challenge,” states Kawahara. “This project reveals how much complexity there is in listening, which we might consider mundane. We are getting closer to a day where a robot can pass a Total Turing Test.”

Erica seems to have been first introduced publicly in Spring 2017, from an April 2017 Erica: Man Made webpage on The Guardian website,

Erica is 23. She has a beautiful, neutral face and speaks with a synthesised voice. She has a degree of autonomy – but can’t move her hands yet. Hiroshi Ishiguro is her ‘father’ and the bad boy of Japanese robotics. Together they will redefine what it means to be human and reveal that the future is closer than we might think.

Hiroshi Ishiguro and his colleague Dylan Glas are interested in what makes a human. Erica is their latest creation – a semi-autonomous android, the product of the most funded scientific project in Japan. But these men regard themselves as artists more than scientists, and the Erica project – the result of a collaboration between Osaka and Kyoto universities and the Advanced Telecommunications Research Institute International – is a philosophical one as much as technological one.

Erica is interviewed about her hope and dreams – to be able to leave her room and to be able to move her arms and legs. She likes to chat with visitors and has one of the most advanced speech synthesis systems yet developed. Can she be regarded as being alive or as a comparable being to ourselves? Will she help us to understand ourselves and our interactions as humans better?

Erica and her creators are interviewed in the science fiction atmosphere of Ishiguro’s laboratory, and this film asks how we might form close relationships with robots in the future. Ishiguro thinks that for Japanese people especially, everything has a soul, whether human or not. If we don’t understand how human hearts, minds and personalities work, can we truly claim that humans have authenticity that machines don’t?

Ishiguro and Glas want to release Erica and her fellow robots into human society. Soon, Erica may be an essential part of our everyday life, as one of the new children of humanity.

Key credits

  • Director/Editor: Ilinca Calugareanu
  • Producer: Mara Adina
  • Executive producers for the Guardian: Charlie Phillips and Laurence Topham
  • This video is produced in collaboration with the Sundance Institute Short Documentary Fund supported by the John D and Catherine T MacArthur Foundation

You can also view the 14 min. film here.

Artworks generated by an AI system are to be sold at Christie’s auction house

KC Ifeanyi’s August 22, 2018 article for Fast Company may send a chill down some artists’ spines,

For the first time in its 252-year history, Christie’s will auction artwork generated by artificial intelligence.

Created by the French art collective Obvious, “Portrait of Edmond de Belamy” is part of a series of paintings of the fictional Belamy family that was created using a two-part algorithm. …

The portrait is estimated to sell anywhere between $7,000-$10,000, and Obvious says the proceeds will go toward furthering its algorithm.

… Famed collector Nicolas Laugero-Lasserre bought one of Obvious’s Belamy works in February, which could’ve been written off as a novel purchase where the story behind it is worth more than the piece itself. However, with validation from a storied auction house like Christie’s, AI art could shake the contemporary art scene.

“Edmond de Belamy” goes up for auction from October 23-25 [2018].

Jobs safe from automation? Are there any?

Michael Grothaus expresses more optimism about future job markets than I’m feeling in an August 30, 2018 article for Fast Company,

A 2017 McKinsey Global Institute study of 800 occupations across 46 countries found that by 2030, 800 million people will lose their jobs to automation. That’s one-fifth of the global workforce. A further one-third of the global workforce will need to retrain if they want to keep their current jobs as well. And looking at the effects of automation on American jobs alone, researchers from Oxford University found that “47 percent of U.S. workers have a high probability of seeing their jobs automated over the next 20 years.”

The good news is that while the above stats are rightly cause for concern, they also reveal that 53% of American jobs and four-fifths of global jobs are unlikely to be affected by advances in artificial intelligence and robotics. But just what are those fields? I spoke to three experts in artificial intelligence, robotics, and human productivity to get their automation-proof career advice.

Creatives

“Although I believe every single job can, and will, benefit from a level of AI or robotic influence, there are some roles that, in my view, will never be replaced by technology,” says Tom Pickersgill, …

Maintenance foreman

When running a production line, problems and bottlenecks are inevitable–and usually that’s a bad thing. But in this case, those unavoidable issues will save human jobs because their solutions will require human ingenuity, says Mark Williams, head of product at People First, …

Hairdressers

Mat Hunter, director of the Central Research Laboratory, a tech-focused co-working space and accelerator for tech startups, have seen startups trying to create all kinds of new technologies, which has given him insight into just what machines can and can’t pull off. It’s lead him to believe that jobs like the humble hairdresser are safer from automation than those of, says, accountancy.

Therapists and social workers

Another automation-proof career is likely to be one involved in helping people heal the mind, says Pickersgill. “People visit therapists because there is a need for emotional support and guidance. This can only be provided through real human interaction–by someone who can empathize and understand, and who can offer advice based on shared experiences, rather than just data-driven logic.”

Teachers

Teachers are so often the unsung heroes of our society. They are overworked and underpaid–yet charged with one of the most important tasks anyone can have: nurturing the growth of young people. The good news for teachers is that their jobs won’t be going anywhere.

Healthcare workers

Doctors and nurses will also likely never see their jobs taken by automation, says Williams. While automation will no doubt better enhance the treatments provided by doctors and nurses the fact of the matter is that robots aren’t going to outdo healthcare workers’ ability to connect with patients and make them feel understood the way a human can.

Caretakers

While humans might be fine with robots flipping their burgers and artificial intelligence managing their finances, being comfortable with a robot nannying your children or looking after your elderly mother is a much bigger ask. And that’s to say nothing of the fact that even today’s most advanced robots don’t have the physical dexterity to perform the movements and actions carers do every day.

Grothaus does offer a proviso in his conclusion: certain types of jobs are relatively safe until developers learn to replicate qualities such as empathy in robots/AI.

It’s very confusing

There’s so much news about robots, artificial intelligence, androids, and cyborgs that it’s hard to keep up with it let alone attempt to get a feeling for where all this might be headed. When you add the fact that the term robots/artificial inteligence are often used interchangeably and that the distinction between robots/androids/cyborgs is not always clear any attempts to peer into the future become even more challenging.

At this point I content myself with tracking the situation and finding definitions so I can better understand what I’m tracking. Carmen Wong’s August 23, 2018 posting on the Signals blog published by Canada’s Centre for Commercialization of Regenerative Medicine (CCRM) offers some useful definitions in the context of an article about the use of artificial intelligence in the life sciences, particularly in Canada (Note: Links have been removed),

Artificial intelligence (AI). Machine learning. To most people, these are just buzzwords and synonymous. Whether or not we fully understand what both are, they are slowly integrating into our everyday lives. Virtual assistants such as Siri? AI is at work. The personalized ads you see when you are browsing on the web or movie recommendations provided on Netflix? Thank AI for that too.

AI is defined as machines having intelligence that imitates human behaviour such as learning, planning and problem solving. A process used to achieve AI is called machine learning, where a computer uses lots of data to “train” or “teach” itself, without human intervention, to accomplish a pre-determined task. Essentially, the computer keeps on modifying its algorithm based on the information provided to get to the desired goal.

Another term you may have heard of is deep learning. Deep learning is a particular type of machine learning where algorithms are set up like the structure and function of human brains. It is similar to a network of brain cells interconnecting with each other.

Toronto has seen its fair share of media-worthy AI activity. The Government of Canada, Government of Ontario, industry and multiple universities came together in March 2018 to launch the Vector Institute, with the goal of using AI to promote economic growth and improve the lives of Canadians. In May, Samsung opened its AI Centre in the MaRS Discovery District, joining a network of Samsung centres located in California, United Kingdom and Russia.

There has been a boom in AI companies over the past few years, which span a variety of industries. This year’s ranking of the top 100 most promising private AI companies covers 25 fields with cybersecurity, enterprise and robotics being the hot focus areas.

Wong goes on to explore AI deployment in the life sciences and concludes that human scientists and doctors will still be needed although she does note this in closing (Note: A link has been removed),

More importantly, empathy and support from a fellow human being could never be fully replaced by a machine (could it?), but maybe this will change in the future. We will just have to wait and see.

Artificial empathy is the term used in Lisa Morgan’s April 25, 2018 article for Information Week which unfortunately does not include any links to actual projects or researchers working on artificial empathy. Instead, the article is focused on how business interests and marketers would like to see it employed. FWIW, I have found a few references: (1) Artificial empathy Wikipedia essay (look for the references at the end of the essay for more) and (2) this open access article: Towards Artificial Empathy; How Can Artificial Empathy Follow the Developmental Pathway of Natural Empathy? by Minoru Asada.

Please let me know in the comments if you should have an insights on the matter in the comments section of this blog.