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Navigating the AI Hype

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Welcome to Navigating the AI Hype. This will be a timely article that curates events in AI to tabulate AI’s journey as this unprecedented phenomenon makes its way into our lives: The Good, the Bad and the Ugly. We will acknowledge successes in AI as well as those that still require further progress. We will also highlight areas where human conscience will need to dictate policy and regulation as ethical standards will be built in lockstep with technology as it evolves. Finally, we will highlight references and resources for anyone wanting to dive in further into Artificial Intelligence. Enjoy!

The Good:

University of Central Florida’s AI finds early lung cancer with up to 97% sensitivity

Their work builds on that of NYU researchers in September, who retrained Google’s Inception v3, an open source convolutional neural network architected for object identification, to detect certain forms of lung cancers with 97 percent accuracy.”

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Apple’s new privacy management tools throw epic shade at Facebook and Google

“So much of your personal information — information you have a right to keep private — lives on your Apple devices”

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Kids teach AI a little humanity with Cognimates

“The Cognimates platform aims to achieve that by allowing children to program and customize embodied intelligent devices, such as Alexa and the smart robot Cozmo.”

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The Bad:

Establishing an AI code of ethics will be harder than people think

“Until we start bringing [human rights] into the AI discussion, there’s no hard anchor.”

Read more.

TSA lay out plans to use facial recognition for domestic flights

“But that convenience comes at a cost, as critics of the facial recognition system have raised concerns over privacy, racial bias, and for Customs to be more transparent in how the screening algorithm works”.

Read more.

The Ugly:

Facebook says 14 million accounts have a broad array of personal data stolen

Sometimes even Facebook executives don’t understand the vast reach of their ad targeting operation.

Read more.

HealthCare.Gov System Hack Exposes Personal Data of 75,000 Users

Data Breaches: What to do if you’re a victim

Read more.

 

AI courses and resources

Artificial Intelligence Tutorial | AI Tutorial for Beginners | Artificial Intelligence | Simplilearn

Top 10 AI podcasts that make us wish our commute was longer

The new game lets players train AI to spot legal issues

 

 

 

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 Where is Canada with hydrogen?

It’s in the early stages, but it’s happening now, says clean tech expert Bryan Watson.

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Could the words “gas station” disappear any time soon, with the rising number of vehicles running on sources other than fossil fuels?

Whereas electric vehicles are all too familiar, various companies, experts, and think-tanks say the newest fuel on the block will be hydrogen. It’s been the focus lately of new government investment, research, and so far, small-scale adoption. Among its many benefits, hydrogen’s vehicle exhaust is just water. 

Clean tech expert Bryan Watson, Founding Director of OCTIA (Ontario Clean Technology Industry Association), says that hydrogen is the next ‘it’ fuel.

“It’s early, but it is happening now. There are trucking companies, bus companies, dump truck companies, all of these are being… retrofit and they’re sort of the early stages of it, but it’s happening now.”

For example, Canadian Pacific Railway has recently completed a trial run, powering a train with hydrogen fuel in Calgary. Routes in Vancouver, Edmonton, and Calgary, and through the Rockies will follow in coming months. 

And as part of a one-year pilot project two hydrogen buses will take passengers in Edmonton and nearby Strathcona County. Also in Edmonton, a hydrogen fuelling station is under construction for Alberta Motor Transport Association’s testing of semi-trucks on the highways.

The pace of innovation

A big question for the naysayers or cynics might be: What happens if hydrogen advances fast enough to replace the EV market, before that widespread adoption?

“I don’t think it’s an either-or argument,” said Watson. 

Hydrogen and batteries do similar things, he added, “but sometimes the way you’re using the asset makes a difference.” In mining, he explained, it’s better to have the higher energy output that hydrogen can sometimes produce, compared to some batteries. “Or maybe you don’t have the connectivity to the grid to be able to fast charge (electric vehicles) on a mine site. But you do have the ability to get hydrogen there.” 

He added that he has seen schematics for hybrids of hydrogen and battery to manage the different energy needs of a particular type of vehicle. “So we’re still calibrating the market to those technologies,” he said. “We’re literally redefining a whole part of our infrastructure.”

What about government support?

The Canadian government has stepped up to the plate in embracing this innovation, especially in what looks like a direct response to the passage of the Inflation Reduction Act in U.S. Congress last year, that provides incentives for clean energy projects — including hydrogen.

The Trudeau government announced its own plans, as outlined in Finance Minister Chrystia Freeland’s fall economic update. Previously, in 2020, the government released a hydrogen strategy. This 141-page document outlined, among several things, the intent to become a world-leading producer of hydrogen, with the goal of achieving zero-net emissions by 2050.

Watson, who is Vice President of Venbridge, said that there are some tax incentives for corporations to catch up to hydrogen. With the Canadian budget of 2022 came a variety of Clean Energy Incentives and Resource Sector Measures, like the Investment Tax Credit for Carbon Capture, Utilization, and Storage (CCUS Credit, up to 60%) as well as a clean tech tax credit (up to 30%). And in the fall economic statement, he added, the hydrogen production tax credit was announced, rebating 18.5 to 40 percent. As of 2023’s budget, he said it includes the clean technology, manufacturing tax credits, and the clean electricity tax credits. 

EVs vs. hydrogen

In an in-depth look at EVs vs hydrogen, HotCars.com found that hydrogen-powered vehicles have some benefits that EVs do not. For starters, they have a 300-mile range, while EVs have a range of roughly 200 miles. In cold conditions, the EV range decreases, but hydrogen-powered vehicles do not. A car powered by hydrogen could take up to 10 minutes to get completely fueled, while an electric one can take up to 45 minutes, the report also said. 

“I’ve actually seen in some cases with battery electric vehicles… the local grid is not stable enough, or (the charge) would be too much of a draw for that grid… because the grid itself isn’t robust enough in some areas. So having a portable (hydrogen) power source makes sense,” said Watson, who is also Managing Director of CleanTech North.

Another big selling point for hydrogen fuel cells, is that it takes up a small fraction of the space an EV battery might. 

There are already local filling stations for hydrogen-powered vehicles — just a handful so far. The Canadian Hydrogen and Fuel Cell Association says there’s one in the Greater Toronto Area, one in Quebec, three in Vancouver and one in Victoria

The latter two inspired British Columbia courier company, Geazone, to recently order 40 hydrogen-fueled Toyota Mirais. British Columbia’s government has committed $10 million to build more stations. 

Canada, for its part, is already one of the world’s top ten producers of hydrogen, a homegrown market of about $6 billion annually.

Scaling hydrogen production in Canada

Alberta has signaled that they want in on the action, issuing its 2021 Hydrogen Road Map. The province currently produces around 2.4 million tonnes of hydrogen per year, aiming to increase it to three million in the next six years. 

In 2021, Air Products Inc. — touted as the largest hydrogen producer in the world — signed a plan for a $1.3-billion net-zero hydrogen plant in Edmonton whose construction is “well underway” as of April, 2023. 

Nova Scotia, meanwhile, has a few plans in the works to produce more hydrogen fuel. 

Ultimately, all-natural fuels as a substitute for gasoline have been in use for some time. Hydrogen has a big head start, boosts from governments and corporations, and looks to be the answer — at least for now — to wean ourselves off fossil fuels.

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80% of electronic waste in Canada went “uncollected” and “unrecycled” in 2020

According to University of Waterloo researchers, the amount of electronic waste in Canada has more than tripled in the last 20 years.

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When you think of waste management and reduction, you might picture dump trucks of food waste, packaging, and of course — plastic straws. 

But a less discussed type of waste is building up in Canada: electronic waste, or e-waste, meaning electronics that no longer work or are needed. Examples include:

  • Computers
  • Televisions
  • Stereos
  • Fax and copy machines
  • Headphones and radios
  • Electric appliances
  • Other electronic products

The study reminds readers that electronic waste has a large number of hazardous materials in its composition, including: 

  • Mercury
  • Cadmium
  • Lead
  • Arsenic
  • Chlorofluorocarbons (CFCs)
  • Brominated flame retardants (BFRs)
  • Polybrominated diphenyl ethers (PBDEs)
  • Polychlorinated biphenyls (PCBs)

Now, Canada doesn’t show up in the top 10 countries with the biggest e-waste generation. We’re looking at China, the US, and India as the top three. 

Still, a study by researchers at the University of Waterloo found that Canada’s e-waste tripled in the last two decades. 

Canada doesn’t have many up-to-date studies on national e-waste

Released in May 2023, this University of Waterloo study is reasonably named the “first comprehensive estimate of e-waste in Canada.” 

Researchers estimated e-waste figures based on data from import and export statistics, as well as in-use stocks of electrical and electronic equipment from 1971 to 2030. 

E-waste has tripled in the last twenty years in Canada

The study mentions how society has dramatically advanced with digitization and technology, resulting in newer electronic equipment by the year. 

However, this increase resulted in the simultaneous decommissioning of older electronic equipment because they become irrelevant or unusable faster. The result?

“Faster stockpiling of waste electrical and electronic equipment.”

Just how much waste are we talking? The study’s 60-year historical and projected period suggests a total of 29.1 million tonnes of e-waste, with consistent growth each year at 0.5%. 

But how did Canada fare in the years we have solid data for? Researchers note: 

  • 252 kilo tonnes in 2000
  • 954 kilo tonnes in 2020

While businesses account for more significant outputs of e-waste, the study calculated a per-capita e-waste generation of: 

  • 8.3kg in 2000
  • 25.4 kg in 2020
  • Estimated 31.5 kg in 2030

How to move forward with e-waste

The study’s data presents an opportunity for policymakers to better understand: 

  • Life cycle of electronic products
  • Reasonable targets for waste reduction
  • Resource circularity potential for e-waste management

Read the full University of Waterloo study.

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 Leading insurance company Chubb goes all in on AI

A look at how the billion-dollar insurance company plans to embrace AI in all business areas.

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Insurance claims aren’t supposed to take longer than a few weeks to settle — but some can take as long as several months. This is just one business challenge that AI helps insurance companies overcome.

And Chubb, one of the world’s biggest insurance companies, has taken note. 

Founded in 1882, Chubb is a leading insurance company based in Switzerland with offices worldwide — including a new tech services center in Greece. 

CEO Evan Greenberg recently shared a company-wide adoption of artificial intelligence (AI) on a larger scale with investors. 

The company’s newest services center in Thessaloniki, Greece, is expected to spearhead AI initiatives to improve digital transformation, efficiency, and customer experience. The common denominator? AI, specifically automation, machine learning, and cybersecurity modernization. 

So, what can AI do for the average insurance company?

  • Fraud detection: Insurance companies lose over $40 billion per year due to fraudulent claims, a contributor to increased premiums. Machine learning overcomes human limitations when detecting fraudulent indicators. The algorithms continuously improve based on data, which can save insurance companies tons of money. 
  • Risk assessment: Every insurance underwriter uses customer-provided data to assess risk and determine coverage accordingly. But if customers fabricate information, or if underwriters make mistakes, risk could either be over- or under-accounted for. AI helps companies minimize the chance of dishonesty seeping through by catching human-crafted answers versus accurate ones. 
  • Customer service and overall efficiency: Indeed, most people have a negative perception of insurance companies. But quicker claims, risk assessments, policy purchases, and settlements will support better customer experiences in the insurance industry — all thanks to a customer-centric shift powered by AI. Some companies are already using AI-powered chatbots to support customers in finding the most suitable policies for their needs and income. 
  • Labour savings: A double-edged sword, AI development in the insurance field will allow companies to hire fewer underwriters and agents, which saves on labour costs. Still, McKinsey points out that this shift would result in transitioning the agent’s role from handling “busy” work and “data collection” to “process facilitation and product educators.” 

Greenberg attributed AI to improved operations like underwriting, customer experience and service, marketing, and more. The benefits are fuelling the company’s shift to wider-spread adoption. 

Read the full story here

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