Triandafyllidou: How AI and digital data shape our understanding of migration

Captures some of the challenges well in terms of integrating and understanding what the various data sources and the need to ensure the underlying data is solid. Data is rarely perfect:

…No single dataset offers a complete picture. Administrative records provide legal and demographic precision but often arrive slowly. Surveys reveal motivations and lived experiences but are costly and difficult to conduct during crises. Digital traces offer speed and scale but may overlook important populations and contexts. 

Each source captures different dimensions of migration. Together, they provide a richer understanding than any could alone.

As governments invest in artificial intelligence and data-driven governance, this lesson becomes increasingly important. The availability of real-time big data should not obscure other types of data that complement the picture.

If AI is truly to work for all, as the Canadian AI strategy suggests, we must look beyond algorithms themselves and pay closer attention to the data on which they depend.

The question is not whether we use proxies to understand migration. We always have. The real question is which proxies we use, what they reveal and what they leave unseen.

Source: Triandafyllidou: How AI and digital data shape our understanding of migration

Khan: The Temporary Foreign Worker Program Can’t Be Fixed

There will always be some need for temporary workers, particularly seasonal work and some of the groups under IMP. But the design for lower skilled temporary workers invites abuse and scams:

THE TEMPORARY FOREIGN WORKER PROGRAM has, for a litany of reasons, cemented its place as the poster child for all things wrong with Canada’s immigration system. Corruption? Check. Exploitation? Check. Profiteering? Check. A growing majority of Canadians now blame the program for bringing in too many immigrants and contributing to the housing shortage, a crumbling health care system, and for some on the far right, a perceived crisis of too many Brown people. 

The critiques are mostly political and occasionally racist. But a recent British Columbia Supreme Court decision in a class action suit tells a more sobering story: the TFWP is merely a tool bad actors can weaponize against the vulnerable in a broader immigration system that places a person’s productive value above their human value. 

What makes this case extraordinary is its scale: between 2011 and 2016, a Surrey-based immigration consultant named Kuldeep Bansal ran a glitzy foreign worker recruitment operation out of a luxury hotel in Dubai, disguised as a series of job fairs, that defrauded hundreds, potentially thousands, of vulnerable workers with offers of jobs in Canada that, in many instances, didn’t exist. 

The suit accused Bansal of charging vulnerable workers in Dubai between $2,000 and $8,000 for “services” related to obtaining these “guaranteed” jobs for Mac’s Convenience Stores Inc. (The company, which has been rebranded as Circle K, is owned by Quebec-based Alimentation Couche Tard, which is not named in the ruling.) The hiring representative for Mac’s, a man named Geoff Higuchi, was accused of knowing about the scam but still helping Bansal secure work permits through the TFWP, then breaching contracts with the around 125 workers who actually arrived in Canada and were told the jobs they had applied for were no longer available….

Canada is no stranger to the exploitation of temporary workers. It’s been a feature of the Canadian labour market practically since Confederation, from the contract labour schemes of the late nineteenth and early twentieth centuries and the seedy “labour brokers” they spawned, to the introduction of the TFWP in 1973, the birth shortly thereafter of the immigration consultant industry, the abuse of agricultural and domestic workers that followed, and the expansion of the program during the low-wage labour shortages of the early 2000s and during the pandemic. By 2023, the United Nations Special Rapporteur on contemporary forms of slavery declared the low-wage stream of the TFWP a “breeding ground” of modern enslavement.

Over the decades, successive governments have used a largely economic argument to justify temporary labour: businesses need flexibility in hiring to help them navigate the ups and downs of the labour market. The logic of that argument, experts say, places short-term economic needs above humanitarian obligations. And the results have been predictable: flexibility has turned into dependency, dependency into abuse. 

Today, with Canada facing an uncertain economic future, the demand for temporary foreign workers is on the decline. But when that changes, the machinery of exploitation will lurch back into motion. We will see more businesses lobbying the government for more access to cheap foreign labour and more immigration consultants leveraging that demand to enrich themselves, leaving in their wake a trail of broken lives. 

That cycle will endlessly repeat, as it has for more than a century, until Canadian politicians finally admit what the real problem is: temporariness itself. 

Adnan R. Khan is a freelance writer and editor based in the Netherlands and the author of the Canada in the World newsletter.

Source: The Temporary Foreign Worker Program Can’t Be Fixed

Canada’s multicultural success story is built on class inequalities, not just cultural differences

Well, should Canada give priority to immigrants that are not credentialed, don’t speak English or French, immobile and not networked or not easily understood. Arguing for those not compatible with Canadian institutions?:

…Our interviews suggest something more mundane and more selective is happening underneath the multicultural branding. People who arrive already resemble a Canadian middle-class template. Like most Canadians, the newcomers we interviewed are credentialed, English-speaking, mobile and networked and have an easier time being “legible,” or easily understood and categorized, by many institutions outside of Québec. 

Multiculturalism, therefore, isn’t really about managing radical differences. It’s about smoothing over fairly minor cultural differences, insofar as Canadian immigration and refugee systems filter for people who are already compatible with the Canadian ideal of being and acting middle-class.

Canada’s emergency and resettlement programs, like its immigration system more broadly, don’t admit a random cross-section of Ukrainian or Afghan society. They tend to favour people with education, professional experience, language skills or existing ties to Canada — the very same traits that emerged as the connective tissue in our interviews. 

In other words, the “shared values” newcomers are so often expected to possess may have less to do with adopting Canadian culture after arrival and more to do with already holding a class position and mentality that made them compatible with Canadian institutions in the first place.

Source: Canada’s multicultural success story is built on class inequalities, not just cultural differences

Canada’s universities are recruiting hundreds of international researchers. They’re not just coming from Trump’s America

Reminder that talent can be found in many countries:

As Canada strengthens efforts to recruit academic talent from abroad, U.S.-based scholars make up the largest cohort selected in the first round of a new federal funding program, with the University of Toronto receiving the biggest share of graduate and post-doctoral researchers.

A detailed breakdown obtained by the Star shows that nearly half of the 659 recipients of the inaugural Canada Impact+ Research Training Awards are citizens of the United States, China, Iran and India.

Health research, including biotechnology, is the leading field of study in this first wave of allocations, which are also heavily concentrated among 10 universities that together received nearly 60 per cent of the awards….

Source: Canada’s universities are recruiting hundreds of international researchers. They’re not just coming from Trump’s America

How curbing immigration is hurting the U.S. economy

Latest in a series of studies and data:

…A study from the Brookings Institution found that, during the first half of 2025, arrests by U.S. Immigration and Customs Enforcement cost 668,000 jobs.

Each arrest, the paper estimated, eliminates an average of 13 jobs as the effects ripple through the local labour market. If a company framing new houses is struggling to complete a project because it can’t find enough labour, for instance, this slows down or stalls the roofing crew and other construction workers.

And if immigrants stop going out as much for fear of being swept up in an ICE raid, this can hit a broad range of economic sectors, such as arts and entertainment.

“What happens when you pull migrants out of the labour force? Many of the jobs that are built around them also disappear,” said Marcela Escobari, a former U.S. Agency for International Development official who co-authored the study for Brookings, a Washington-based think tank….

Source: How curbing immigration is hurting the U.S. economy

Gail Asper isn’t visibly angry about ‘Nakba’ exhibit. But she’s resolute about fixing the rights museum

More on the CMHR Nakba controversy:

…“As a national federal museum,” she says, “there’s a very high standard here. This isn’t a community-centred exhibit. I fought for the designation, for this to be a federal institution with all the imprimatur and gravitas that title entails, because I wanted to show Canadians that this isn’t just the opinion of Izzy Asper or, you know, me or anybody else. This is something that matters to Canadians, that human rights are so important to Canadians, and Stephen Harper was the prime minister that finally delivered this as the national federal museum.

“It feels intentional that the Jewish voice and connection to this museum is deliberately being diminished,” she observes. Her phone and inbox have been “exploding” since the announcement. Supporters who trusted the Aspers to create something intellectually honest feel betrayed.

“The whole point of the museum is to bring people together,” she explains. “The whole point is to have dialogue and debate. So the whole point of this exhibit, as I said to everybody, was that there are hard truths on both sides. Let’s have all the hard truths and let’s have the rational, quiet, respectful debate the museum was intended to inspire.”

“But when you obliterate one side of the narrative so egregiously, obviously, and so ideologically and intentionally, you lose that trust from one part of the participants. And that’s where I really am so disappointed in the museum. They didn’t have to do it this way.”

She made repeated efforts to steer things differently, including a presentation to the board six weeks before opening. As an honorary board member, she reminded them of the museum’s mandate and warned about fanning antisemitism at a fraught time. There was no meaningful response.

“I just thought this is heartless,” she says. “There is no compassion for the place that we have now found ourselves in the Jewish community.”

Then, one week before opening, the sole Jewish board member, Mark Berlin, resigned. “I think he was gaslit,” Gail says. Berlin, a respected human rights lawyer who had lived and worked in Ramallah, called her before stepping down. “It was a very sad conversation,” but she understood.”…

Source: Gail Asper isn’t visibly angry about ‘Nakba’ exhibit. But she’s resolute about fixing the rights museum

Restaurateur Francis Deck ran the legendary Toronto diner chain Fran’s

Blast from my past growing up in Toronto where one of my high school hang-outs was a Fran’s at Yonge and Eglinton.

But more significantly, Fran’s reflected the old Toronto that my parents settled in after the war as captured in the following quote:

…“In the early 1960s, Fran’s was the restaurant of record for Rosedale meals out. Toronto didn’t eat out much then, and Fran’s offered comfort,” former Globe and Mail food critic Joanne Kates said. “It was all about superbly managed expectations. The innards of the slightly dry club sandwich never wavered from one year to the next. The food was bland – the way staid old Hogtown liked it. When the food scene in Toronto exploded in the 1970s, Fran’s became an object of gastro-derision. It was a sad day for an institution of such reliability.”…

Source: Restaurateur Francis Deck ran the legendary Toronto diner chain Fran’s

Foran: A quarter-century after his death, how is Mordecai Richler’s work remembered?

Always interesting to see what happens with the passage of time. I remember well the controversies, have read many of his books, seen the film adaptations of Duddy Kravitz and Barney’s Version, recall that my mother felt uncomfortable with his portrayal of Canadian Jews. Still worth reading IMO:

…English Canada, in contrast, has not kept faith in its “hero.” As he acknowledged, Richler was a chronicler of his times, and times – along with literary tastes – change. His voice, masculine and provocative, could tilt into the intemperate, especially when pressing a joke or grievance. Our age is quick to judge modes of expression declared deviant from our own progressive standards. 

Finally, nearly all literary criticism now emanates from within our universities, and with few exceptions, the professors just haven’t been interested.

Time usually sorts things out for artists. Either the work endures or it doesn’t. Mordecai Richler had his day and may have another up ahead. The pleasures of this erudite, funny, deeply moral writer are many, and veteran readers will envy newcomers to his books, especially the novels. Meanwhile, the invitation of Solomon Gursky Was Here stands. 

Source: A quarter-century after his death, how is Mordecai Richler’s work remembered?

Rights council seeks unity that Jewish, Muslim envoys couldn’t achieve: Miller

Not sure whether the council will work (an earlier initiative by Public Safety, the Cross-Cultural Roundtable on Security (CCRS) last evaluation dates from 2008-9, about the same period when I participated, highlighting the limited impact). But clearly the envoy approach didn’t.

“The CCRS has had an impact on the Government’s understanding and sensitivity to community needs. As well, some concrete examples were noted of CCRS impacts on GoC policies, directives and communications materials. However, there is limited evidence that the CCRS has contributed to better community understanding of national security policies, practices and challenges. This may be due to the fact that there are no formal mechanisms in place for disseminating information to communities, and there has been limited formal CCRS member-organized outreach conducted to date. As well, some interviewees noted a lack of clarity as to whether or not CCRS is mandated to do outreach.”

Don’t envy the officials responsible:

Heritage Minister Marc Miller says the government’s widely criticized advisory council on inclusion is meant to unify Canadians in a way previous federal envoys tasked with tackling antisemitism and Islamophobia could not.

“This is an advisory committee that is going to foster dialogue and a space to talk about some extremely difficult issues, chief of which is the current scourge of antisemitism in the country,” Miller told The Canadian Press.

Ottawa first created the role of a special envoy for combating antisemitism in 2020 and a similar position dealing with Islamophobia in 2023.

In February, the government announced it was scrapping both of those stand-alone federal envoy positions and replacing them with a new, broader “advisory council on rights, equality and inclusion” composed of prominent academics, experts and community leaders.

At the time, Prime Minister Mark Carney framed the measure as one aimed at addressing hatred of Muslims, Jews and Indigenous Peoples. 

When he officially launched the council a month ago, the prime minister said it would investigate the causes of antisemitism and improve research and data collection on hate incidents.

Since then, the government has been hit with a torrent of criticism — particularly from Jewish advocacy groups who argue the causes of antisemitism are well understood and documented in parliamentary reports.

“If we are looking at the threats that our community is facing, it’s going to take a lot more than people sitting at a table and speaking to one another to stop bullets from flying through the windows of synagogues and schools,” said Noah Shack, head of the Centre for Israel and Jewish Affairs.

“When we have international actors directing attacks on Jewish community targets in Canada, and we have radicalized people in the spirit of the Islamic State plotting terror attacks similar to the one that occurred at Bondi Beach in Australia … these are issues that are not going to be solved by dialogue,” Shack said.

His group and other large Jewish organizations have called on Canada to do more to prevent hate crimes and to call out groups affiliated with the Iranian government.

Some groups have also called on Ottawa to restore the antisemitism envoy role and reform it. CIJA had previously suggested modifying the envoy role when the government had left it vacant, but is no longer calling for either envoy’s role to be restored.

He said it’s “a noble endeavour” to seek common ground across communities but he worries the effort will distract the government from directly addressing the elevated threats Jews face.

“Really, what we need is concrete action right now to demonstrate that the government isn’t just convening to explore and study issues but is committed to solving them,” Shack said.

In a statement, the National Council of Canadian Muslims said it wants “a real plan to counter the rise in Islamophobic incidents across Canada” and says Muslims have worked before with other communities on addressing hate.

“Talking about the things the (Islamophobia envoy) office supposedly didn’t do ignores both its mandate and the positive work it did accomplish,” wrote National Council of Canadian Muslims spokesman Steven Zhou, adding the group will work with the advisory council.

Miller said his government is also pursuing anti-hate policies and legislation.

Parliament passed Bill C-9 last month, which creates new criminal offences for intimidating or obstructing someone outside a religious or cultural institution, and codifies a definition of hatred in criminal law.

Miller said the former envoys on Islamophobia and antisemitism, Amira Elghawaby and Deborah Lyons, both provided helpful guidance to the government. He said they were not to blame for the failure to significantly boost dialogue between Jews and Muslims in Canada.

“Perhaps (it’s) unfair to expect real improvement in very polarized groups in society … that largely are not speaking to each other,” Miller said.

“The work that those two (envoys) have done, we can build on. But the focus, I think — and I agree with the prime minister in this — was to make sure that we had a broader group … focused on national unity that, visibly, whether we like it or not, those two secretariats were not achieving.”

Lyons, the former antisemitism envoy, has said that Jewish and Muslims groups disapproved of attempts she and Elghawaby had made to work together on things like provincial school curriculums. Elghawaby has said she wasn’t aware of those sentiments in Muslim communities.

Shack said the mandate for the envoys didn’t appear to mention unifying communities.

“You can’t conflate these two things. Often we would see antisemitism and Islamophobia routinely mentioned in the same breath. I think each community is having its own experience,” he said.

Miller said Carney came up with the idea for the council and discussed it with him back in December, shortly after his appointment as heritage minister.

“We had a long conversation about the unity of the country … but also his concern with the state of polarization,” he said.

The idea behind the council is to have eminent people who are generally representative of Canada’s diversity who can encourage social cohesion, Miller said, because “that fabric has been torn” by multiple factors such as the COVID-19 pandemic and events in the Middle East.

“This isn’t about trying to identify new forms of hate. It’s about looking at the ones that are already there — that in the case of antisemitism is one of the oldest, if not the oldest form of hatred — and look at the current drivers of it,” he said.

“You will find naysayers. We owe it to ourselves — and we owe to our country — to try.”

Source: Rights council seeks unity that Jewish, Muslim envoys couldn’t achieve: Miller

ICYMI: The Trump administration is deporting a million migrants. Here’s what it means for Canada

Hard to see that the STCA will survive the court challenge:

…Aisling Bondy, president of the Canadian Association of Refugee Lawyers, believes the U.S. court decisions will further strengthen the pending legal challenges against the Safe Third Country Agreement before Canadian courts.

“The U.S. Supreme Court decision shows just how bad the situation for refugees and migrants is getting in the United States, and just how much Canada is breaching our human rights obligations by not allowing people to make refugee claims at the Canadian border,” she said.

Aiken of Queen’s said this is the moment for Canada to suspend the bilateral agreement. If not, she added, Ottawa should at least amend the proposed regulations of Bill C-12 to build in more exceptions so that people could retain access to asylum based on appropriate circumstances.

Source: The Trump administration is deporting a million migrants. Here’s what it means for Canada